-
1
-
-
84922867437
-
Book reviews: Causality: Models, reasoning, and inference
-
J.H. Abbring. Book reviews: Causality: Models, Reasoning, and Inference. Economica, 70:702–703, 2003.
-
(2003)
Economica
, vol.70
, pp. 702-703
-
-
Abbring, J.H.1
-
2
-
-
0004250885
-
-
chapter 2.D. Reidel, Dordrecht, Netherlands
-
E. Adams. The Logic of Conditionals, chapter 2. D. Reidel, Dordrecht, Netherlands, 1975.
-
(1975)
The Logic of Conditionals
-
-
Adams, E.1
-
3
-
-
32544433921
-
Fallacies, statistical
-
S. Kotz and N.L. Johnson, editors, volume 3, pages, John Wiley, New York
-
A. Agresti. Fallacies, statistical. In S. Kotz and N.L. Johnson, editors, Encyclopedia of Statistical Science, volume 3, pages 24–28. John Wiley, New York, 1983.
-
(1983)
Encyclopedia of Statistical Science
, pp. 24-28
-
-
Agresti, A.1
-
5
-
-
0042453039
-
-
Technical Report Discussion Paper 9308, Department of Economics, University of Southampton, England
-
J. Aldrich. Cowles’ exogeneity and core exogeneity. Technical Report Discussion Paper 9308, Department of Economics, University of Southampton, England, 1993.
-
(1993)
Cowles’ Exogeneity and Core Exogeneity
-
-
Aldrich, J.1
-
6
-
-
84972531298
-
Correlations genuine and spurious in pearson and yule
-
J. Aldrich. Correlations genuine and spurious in Pearson and Yule. Statistical Science, 10:364–376, 1995.
-
(1995)
Statistical Science
, vol.10
, pp. 364-376
-
-
Aldrich, J.1
-
7
-
-
0031531764
-
A characterization of markov equivalence classes for acyclic digraphs
-
S.A. Andersson, D. Madigan, and M.D. Perlman. A characterization of Markov equivalence classes for acyclic digraphs. Annals of Statistics, 24:505–541, 1997.
-
(1997)
Annals of Statistics
, vol.24
, pp. 505-541
-
-
Andersson, S.A.1
Madigan, D.2
Perlman, M.D.3
-
8
-
-
33144456780
-
Graphical markov models in multivariate analysis
-
S. Ghosh, editor, Marcel Dekker, Inc., New York
-
S.A. Andersson, D. Madigan, M.D. Perlman, and T.S. Richardson. Graphical Markov models in multivariate analysis. In S. Ghosh, editor, Multivariate Analysis, Design of Experiments and Survey Sampling, pages 187–229. Marcel Dekker, Inc., New York, 1998.
-
(1998)
Multivariate Analysis, Design of Experiments and Survey Sampling
, pp. 187-229
-
-
Andersson, S.A.1
Madigan, D.2
Perlman, M.D.3
Richardson, T.S.4
-
9
-
-
0008797949
-
-
Technical Report Discussion Paper 1568, Department of Economics, Harvard University, Cambridge, MA
-
J.D. Angrist and G.W. Imbens. Source of identifying information in evaluation models. Technical Report Discussion Paper 1568, Department of Economics, Harvard University, Cambridge, MA, 1991.
-
(1991)
Source of Identifying Information in Evaluation Models
-
-
Angrist, J.D.1
Imbens, G.W.2
-
10
-
-
0346880128
-
Identification of causal effects using instrumental variables (With comments)
-
June
-
J.D. Angrist, G.W. Imbens, and D.B Rubin. Identification of causal effects using instrumental variables (with comments). Journal of the American Statistical Association, 91(434):444–472, June 1996.
-
(1996)
Journal of the American Statistical Association
, vol.91
, Issue.434
, pp. 444-472
-
-
Angrist, J.D.1
Imbens, G.W.2
Rubin, D.B.3
-
11
-
-
1842629877
-
Treatment effect heterogeneity in theory and practice
-
J.D. Angrist. Treatment effect heterogeneity in theory and practice. The Economic Journal, 114:52–83, 2004.
-
(2004)
The Economic Journal
, vol.114
, pp. 52-83
-
-
Angrist, J.D.1
-
12
-
-
40749160098
-
The role of causal reasoning in understanding simpson’s paradox, lord’s paradox, and the suppression effect: Covariate selection in the analysis of observational studies
-
O.A. Arah. The role of causal reasoning in understanding Simpson’s paradox, Lord’s paradox, and the suppression effect: Covariate selection in the analysis of observational studies. Emerging Themes in Epidemiology, 4:doi:10.1186/1742–7622–5–5, 2008. Online at http://www.ete-online.com/content/5/1/5.
-
(2008)
Emerging Themes in Epidemiology
, vol.4
-
-
Arah, O.A.1
-
13
-
-
44649173785
-
A critical appraisal of propensity-score matching in the medical literature from 1996 to 2003
-
P.C. Austin. A critical appraisal of propensity-score matching in the medical literature from 1996 to 2003. Statistics in Medicine, 27(12):2037–2049, 2008.
-
(2008)
Statistics in Medicine
, vol.27
, Issue.12
, pp. 2037-2049
-
-
Austin, P.C.1
-
14
-
-
84880739159
-
Identifiability of path-specific effects
-
Edinburgh, UK
-
C. Avin, I. Shpitser, and J. Pearl. Identifiability of path-specific effects. In Proceedings of the Nineteenth International Joint Conference on Artificial Intelligence (IJCAI-05), pages 357–363, Edinburgh, UK, 2005.
-
(2005)
Proceedings of the Nineteenth International Joint Conference on Artificial Intelligence (IJCAI-05)
, pp. 357-363
-
-
Avin, C.1
Shpitser, I.2
Pearl, J.3
-
16
-
-
0002445730
-
Counterfactual probabilities: Computational methods, bounds, and applications
-
R. Lopez de Mantaras and D. Poole, editors, Morgan Kaufmann, San Mateo, CA
-
A. Balke and J. Pearl. Counterfactual probabilities: Computational methods, bounds, and applications. In R. Lopez de Mantaras and D. Poole, editors, Uncertainty in Artificial Intelligence 10, pages 46–54. Morgan Kaufmann, San Mateo, CA, 1994.
-
(1994)
Uncertainty in Artificial Intelligence
, vol.10
, pp. 46-54
-
-
Balke, A.1
Pearl, J.P.2
-
17
-
-
0028575244
-
Probabilistic evaluation of counterfactual queries
-
volume, MIT Press, Menlo Park, CA
-
A. Balke and J. Pearl. Probabilistic evaluation of counterfactual queries. In Proceedings of the Twelfth National Conference on Artificial Intelligence, volume 1, pages 230–237. MIT Press, Menlo Park, CA, 1994.
-
(1994)
Proceedings of the Twelfth National Conference on Artificial Intelligence
, vol.1
, pp. 230-237
-
-
Balke, A.1
Pearl, J.2
-
18
-
-
0010750582
-
Counterfactuals and policy analysis in structural models
-
P. Besnard and S. Hanks, editors, Morgan Kaufmann, San Francisco
-
A. Balke and J. Pearl. Counterfactuals and policy analysis in structural models. In P. Besnard and S. Hanks, editors, Uncertainty in Artificial Intelligence 11, pages 11–18. Morgan Kaufmann, San Francisco, 1995.
-
(1995)
Uncertainty in Artificial Intelligence
, vol.11
, pp. 11-18
-
-
Balke, A.1
Pearl, J.2
-
19
-
-
84922941719
-
Universal formulas for treatment effect from non-compliance data
-
A. Balke and J. Pearl. Universal formulas for treatment effect from non-compliance data. In N.P. Jewell, A.C. Kimber, M.-L. Lee, and G.A. Whitmore, editors, Lifetime Data: Models in Reliability and Survival Analysis, pages 39–43. Kluwer Academic Publishers, Dordrecht, 1995.
-
(1995)
Lifetime Data: Models in Reliability and Survival Analysis
, pp. 39-43
-
-
Balke, A.1
Pearl, J.2
-
20
-
-
30244508525
-
Bounds on treatment effects from studies with imperfect compliance
-
A. Balke and J. Pearl. Bounds on treatment effects from studies with imperfect compliance. Journal of the American Statistical Association, 92(439):1172–1176, 1997.
-
(1997)
Journal of the American Statistical Association
, vol.92
, Issue.439
, pp. 1172-1176
-
-
Balke, A.1
Pearl, J.2
-
21
-
-
0007193757
-
-
PhD thesis, Computer Science Department, University of California, Los Angeles, CA
-
A. Balke. Probabilistic Counterfactuals: Semantics, Computation, and Applications. PhD thesis, Computer Science Department, University of California, Los Angeles, CA, November 1995.
-
(1995)
Probabilistic Counterfactuals: Semantics, Computation, and Applications
-
-
Balke, A.1
-
22
-
-
48749135769
-
Remarks on the role of conditional probability in data exploration
-
January
-
B. Barigelli and R. Scozzafava. Remarks on the role of conditional probability in data exploration. Statistics and Probability Letters, 2(1):15–18, January 1984.
-
(1984)
Statistics and Probability Letters
, vol.2
, Issue.1
, pp. 15-18
-
-
Barigelli, B.1
Scozzafava, R.2
-
24
-
-
0026482612
-
The concept of residual confounding in regression models and some applications
-
H. Becher. The concept of residual confounding in regression models and some applications. Statistics in Medicine, 11:1747–1758, 1992.
-
(1992)
Statistics in Medicine
, vol.11
, pp. 1747-1758
-
-
Becher, H.1
-
25
-
-
0442278089
-
An evaluation of california’s inmate classification system using a generalized regression discontinuity design
-
R.A. Berk and J. de Leeuw. An evaluation of California’s inmate classification system using a generalized regression discontinuity design. Journal of the American Statistical Association, 94:1045–1052, 1999.
-
(1999)
Journal of the American Statistical Association
, vol.94
, pp. 1045-1052
-
-
Berk, R.A.1
De Leeuw, J.2
-
27
-
-
84873787355
-
Limitations of the application of fourfold table analysis to hospital data
-
J. Berkson. Limitations of the application of fourfold table analysis to hospital data. Biometrics Bulletin, 2:47–53, 1946.
-
(1946)
Biometrics Bulletin
, vol.2
, pp. 47-53
-
-
Berkson, J.1
-
30
-
-
0016434385
-
Sex bias in graduate admissions: Data from berkeley
-
and
-
P.J. Bickel, E.A. Hammel, and J.W. O’Connell. Sex bias in graduate admissions: Data from Berkeley. Science, 187:398–404, 1975.
-
(1975)
Science
, vol.187
, pp. 398-404
-
-
Bickel, P.J.1
Hammel, E.A.2
O’Connell, J.W.3
-
31
-
-
0003756375
-
-
MIT Press, Cambridge, MA
-
Y.M.M. Bishop, S.E. Fienberg, and P.W. Holland. Discrete Multivariate Analysis: Theory and Practice. MIT Press, Cambridge, MA, 1975.
-
(1975)
Discrete Multivariate Analysis: Theory and Practice
-
-
Bishop, Y.1
Fienberg, S.E.2
Holland, P.W.3
-
32
-
-
0015115104
-
Effects of collapsing multidimensional contingency tables
-
Y.M.M. Bishop. Effects of collapsing multidimensional contingency tables. Biometrics, 27:545–562, 1971.
-
(1971)
Biometrics
, vol.27
, pp. 545-562
-
-
Bishop, Y.1
-
34
-
-
84970443047
-
Accounting for no-shows in experimental evaluation designs
-
H.S. Bloom. Accounting for no-shows in experimental evaluation designs. Evaluation Review, 8(2):225–246, April 1984.
-
(1984)
Evaluation Review
, vol.8
, Issue.2
, pp. 225-246
-
-
Bloom, H.S.1
-
35
-
-
0023646365
-
-
A. Blumer, A. Ehrenfeucht, D. Haussler, and M.K. Warmuth. Occam’s razor. Information Processing Letters, 24, 1987.
-
(1987)
Occam’s Razor. Information Processing Letters
, pp. 24
-
-
Blumer, A.1
Ehrenfeucht, A.2
Haussler, D.3
Warmuth, M.K.4
-
39
-
-
84922861014
-
Book reviews: Causality: Models, reasoning, and inference
-
M. Boumans. Book reviews: Causality: Models, Reasoning, and Inference. Review of Social Economy, 63:129–135, 2004.
-
(2004)
Review of Social Economy
, vol.63
, pp. 129-135
-
-
Boumans, M.1
-
41
-
-
0025391120
-
Applications of covariance structure modeling in psychology: Cause for concern?
-
S.J. Breckler. Applications of covariance structure modeling in psychology: Cause for concern? Psychological Bulletin, 107(2):260–273, 1990.
-
(1990)
Psychological Bulletin
, vol.107
, Issue.2
, pp. 260-273
-
-
Breckler, S.J.1
-
43
-
-
9444235509
-
Generalized instrumental variables
-
A. Darwiche and N. Friedman, editors, Morgan Kaufmann, San Francisco
-
C. Brito and J Pearl. Generalized instrumental variables. In A. Darwiche and N. Friedman, editors, Uncertainty in Artificial Intelligence, Proceedings of the Eighteenth Conference, pages 85–93. Morgan Kaufmann, San Francisco, 2002.
-
(2002)
Uncertainty in Artificial Intelligence, Proceedings of the Eighteenth Conference
, pp. 85-93
-
-
Brito, C.1
Pearl, J.2
-
44
-
-
0036932305
-
A graphical criterion for the identification of causal effects in linear models
-
AAAI Press/ The MIT Press, Menlo Park, CA
-
C. Brito and J Pearl. A graphical criterion for the identification of causal effects in linear models. In Proceedings of the Eighteenth National Conference on Artificial Intelligence, pages 533–538. AAAI Press/ The MIT Press, Menlo Park, CA, 2002.
-
(2002)
Proceedings of the Eighteenth National Conference on Artificial Intelligence
, pp. 533-538
-
-
Brito, C.1
Pearl, J.2
-
45
-
-
0012257695
-
A new identification condition for recursive models with correlated errors
-
C. Brito and J Pearl. A new identification condition for recursive models with correlated errors. Journal of Structural Equation Modeling, 9(4):459–474, 2002.
-
(2002)
Journal of Structural Equation Modeling
, vol.9
, Issue.4
, pp. 459-474
-
-
Brito, C.1
Pearl, J.2
-
47
-
-
84927699184
-
Instrumental sets
-
R. Dechter, H. Geffner, and J.Y. Halpern, editors, College Publications, London
-
C. Brito. Instrumental sets. In R. Dechter, H. Geffner, and J.Y. Halpern, editors, Heuristics, Probability and Causality, pages 295–308. College Publications, London, 2010.
-
(2010)
Heuristics, Probability and Causality
, pp. 295-308
-
-
Brito, C.1
-
48
-
-
84922935842
-
Book review: A structural approach to the understanding of causes, effects, and judgment
-
S.F. Butler. Book review: A structural approach to the understanding of causes, effects, and judgment. Journal of Mathematical Psychology, 46:629–635, 2002.
-
(2002)
Journal of Mathematical Psychology
, vol.46
, pp. 629-635
-
-
Butler, S.F.1
-
49
-
-
84922908167
-
Book reviews: Causality: Models, reasoning, and inference
-
November
-
H.C. Byerly. Book reviews: Causality: Models, Reasoning, and Inference. Choice, 548, November 2000.
-
(2000)
Choice
, pp. 548
-
-
Byerly, H.C.1
-
50
-
-
31944449045
-
Variance estimators for three ‘probabilities of causation’
-
Z. Cai and M. Kuroki. Variance estimators for three ‘probabilities of causation’. Risk Analysis, 25(6):1611–1620, 2006.
-
(2006)
Risk Analysis
, vol.25
, Issue.6
, pp. 1611-1620
-
-
Cai, Z.1
Kuroki, M.2
-
51
-
-
49749118623
-
Bounds on direct effect in the presence of confound intermediate variables
-
Z. Cai, M. Kuroki, J. Pearl, and J. Tian. Bounds on direct effect in the presence of confound intermediate variables. Biometrics, 64:695–701, 2008.
-
(2008)
Biometrics
, vol.64
, pp. 695-701
-
-
Cai, Z.1
Kuroki, M.2
Pearl, J.3
Tian, J.4
-
55
-
-
29444457846
-
False idealization: A philosophical threat to scientific method
-
N. Cartwright. False idealization: A philosophical threat to scientific method. Philosophical Studies, 77:339–352, 1995.
-
(1995)
Philosophical Studies
, vol.77
, pp. 339-352
-
-
Cartwright, N.1
-
56
-
-
0039545616
-
Probabilities and experiments
-
N. Cartwright. Probabilities and experiments. Journal of Econometrics, 67:47–59, 1995.
-
(1995)
Journal of Econometrics
, vol.67
, pp. 47-59
-
-
Cartwright, N.1
-
57
-
-
60949462012
-
Causality: Independence and determinism
-
editor, Causal Models and Intelligent Data Management, Springer-Verlag, Berlin
-
N. Cartwright. Causality: Independence and determinism. In A Gammerman, editor, Causal Models and Intelligent Data Management, pages 51–63. Springer-Verlag, Berlin, 1999.
-
(1999)
A Gammerman
, pp. 51-63
-
-
Cartwright, N.1
-
59
-
-
0342461834
-
Defining explanation in probabilistic systems
-
D. Geiger and P.P. Shenoy, editors, Morgan Kaufmann, San Francisco, CA
-
U. Chajewska and J.Y. Halpern. Defining explanation in probabilistic systems. In D. Geiger and P.P. Shenoy, editors, Uncertainty in Artificial Intelligence 13, pages 62–71. Morgan Kaufmann, San Francisco, CA, 1997.
-
(1997)
Uncertainty in Artificial Intelligence
, vol.13
, pp. 62-71
-
-
Chajewska, U.1
Halpern, J.Y.2
-
60
-
-
84922890201
-
A rooster crow does not cause the sun to rise: Review of causality: Models, reasoning, and inference
-
R. Chakraborty. A rooster crow does not cause the sun to rise: Review of Causality: Models, Reasoning, and Inference. Human Biology, 110(4):621–624, 2001.
-
(2001)
Human Biology
, vol.110
, Issue.4
, pp. 621-624
-
-
Chakraborty, R.1
-
62
-
-
77957071232
-
Separating causal laws from causal facts: Pressing the limits of statistical relevance
-
P.W. Cheng. Separating causal laws from causal facts: Pressing the limits of statistical relevance. Psychology of Learning and Motivation, 30:215–264, 1992.
-
(1992)
Psychology of Learning and Motivation
, vol.30
, pp. 215-264
-
-
Cheng, P.W.1
-
63
-
-
0039630447
-
From covariation to causation: A causal power theory
-
P.W. Cheng. From covariation to causation: A causal power theory. Psychological Review, 104(2):367–405, 1997.
-
(1997)
Psychological Review
, vol.104
, Issue.2
, pp. 367-405
-
-
Cheng, P.W.1
-
65
-
-
0002013121
-
A transformational characterization of bayesian network structures
-
P. Besnard and S. Hanks, editors, Morgan Kaufmann, San Francisco
-
D.M. Chickering. A transformational characterization of Bayesian network structures. In P. Besnard and S. Hanks, editors, Uncertainty in Artificial Intelligence 11, pages 87–98. Morgan Kaufmann, San Francisco, 1995.
-
(1995)
Uncertainty in Artificial Intelligence
, vol.11
, pp. 87-98
-
-
Chickering, D.M.1
-
66
-
-
0002394680
-
Estimations and tests in structural equation modeling
-
R.H. Hoyle, editor, Sage, Thousand Oaks, CA
-
C.P. Chou and P. Bentler. Estimations and tests in structural equation modeling. In R.H. Hoyle, editor, Structural Equation Modeling, pages 37–55. Sage, Thousand Oaks, CA, 1995.
-
(1995)
Structural Equation Modeling
, pp. 37-55
-
-
Chou, C.P.1
Bentler, P.2
-
67
-
-
84922956178
-
Econometric models and methods. John wiley and sons, inc
-
C. Christ. Econometric Models and Methods. John Wiley and Sons, Inc., New York, 1966.
-
(1966)
New York
-
-
Christ, C.1
-
68
-
-
84935120454
-
Some cautions concerning the application of causal modeling methods
-
N. Cliff. Some cautions concerning the application of causal modeling methods. Multivariate Behavioral Research, 18:115–126, 1983.
-
(1983)
Multivariate Behavioral Research
, vol.18
, pp. 115-126
-
-
Cliff, N.1
-
71
-
-
0000667395
-
Causality in epidemiology, health policy, and law
-
P. Cole. Causality in epidemiology, health policy, and law. Journal of Marketing Research, 27:10279–10285, 1997.
-
(1997)
Journal of Marketing Research
, vol.27
, pp. 10279-10285
-
-
Cole, P.1
-
72
-
-
0010545497
-
A bayesian method for constructing bayesian belief networks from databases
-
B.D. D’Ambrosio, P. Smets, and P.P. Bonissone, editors, Morgan Kaufmann, San Mateo
-
G.F. Cooper and E. Herskovits. A Bayesian method for constructing Bayesian belief networks from databases. In B.D. D’Ambrosio, P. Smets, and P.P. Bonissone, editors, Proceedings of Uncertainty in Artificial Intelligence Conference, 1991, pages 86–94. Morgan Kaufmann, San Mateo, 1991.
-
(1991)
Proceedings of Uncertainty in Artificial Intelligence Conference, 1991
, pp. 86-94
-
-
Cooper, G.F.1
Herskovits, E.2
-
73
-
-
0025401005
-
Computational complexity of probabilistic inference using bayesian belief networks
-
G.F. Cooper. Computational complexity of probabilistic inference using Bayesian belief networks. Artificial Intelligence, 42(2):393–405, 1990.
-
(1990)
Artificial Intelligence
, vol.42
, Issue.2
, pp. 393-405
-
-
Cooper, G.F.1
-
74
-
-
0003687180
-
-
Springer Verlag, New York, NY
-
R.G. Cowell, A.P. Dawid, S.L. Lauritzen, and D.J. Spielgelhalter. Probabilistic Networks and Expert Systems. Springer Verlag, New York, NY, 1999.
-
(1999)
Probabilistic Networks and Expert Systems
-
-
Cowell, R.G.1
Dawid, A.P.2
Lauritzen, S.L.3
Spielgelhalter, D.J.4
-
76
-
-
0242635644
-
A general condition for avoiding effect reversal after marginalization
-
Series B (Statistical Methodology)
-
D.R. Cox and N. Wermuth. A general condition for avoiding effect reversal after marginalization. Journal of the Royal Statistical Society, Series B (Statistical Methodology), 65(4):937–941, 2003.
-
(2003)
Journal of the Royal Statistical Society
, vol.65
, Issue.4
, pp. 937-941
-
-
Cox, D.R.1
Wermuth, N.2
-
86
-
-
0002384709
-
Conditional independence in statistical theory
-
SeriesB
-
A.P. Dawid. Conditional independence in statistical theory. Journal of the Royal Statistical Society, Series B, 41(1):1–31, 1979.
-
(1979)
Ournal of the Royal Statistical Society
, vol.41
, Issue.1
, pp. 1-31
-
-
Dawid, A.P.1
-
87
-
-
1542742382
-
Causal inference without counterfactuals (With comments and rejoinder)
-
A.P. Dawid. Causal inference without counterfactuals (with comments and rejoinder). Journal of the American Statistical Association, 95(450):407–448, June 2000.
-
(2000)
Journal of the American Statistical Association
, vol.95
, Issue.450
, pp. 407-448
-
-
Dawid, A.P.1
-
88
-
-
0036679398
-
Influence diagrams for causal modeling and inference
-
A.P. Dawid. Influence diagrams for causal modeling and inference. International Statistical Review, 70:161–189, 2002.
-
(2002)
International Statistical Review
, vol.70
, pp. 161-189
-
-
Dawid, A.P.1
-
91
-
-
0343542453
-
Directed constraint networks: A relational framework for casual modeling
-
J. Mylopoulos and R. Reiter, editors, Morgan Kaufmann, San Mateo, CA, Sydney, Australia
-
R. Dechter and J. Pearl. Directed constraint networks: A relational framework for casual modeling. In J. Mylopoulos and R. Reiter, editors, Proceedings of the Twelfth International Joint Conference of Artificial Intelligence (IJCAI-91), pages 1164–1170. Morgan Kaufmann, San Mateo, CA, Sydney, Australia, 1991.
-
(1991)
Proceedings of the Twelfth International Joint Conference of Artificial Intelligence (IJCAI-91)
, pp. 1164-1170
-
-
Dechter, R.1
Pearl, J.2
-
92
-
-
0000308021
-
Topological parameters for time-space tradeoff
-
E. Horvitz and F. Jensen, editors, Morgan Kaufmann, San Francisco, CA
-
R. Dechter. Topological parameters for time-space tradeoff. In E. Horvitz and F. Jensen, editors, Proceedings of the Twelfth Conference on Uncertainty in Artificial Intelligence, pages 220–227. Morgan Kaufmann, San Francisco, CA, 1996.
-
(1996)
Proceedings of the Twelfth Conference on Uncertainty in Artificial Intelligence
, pp. 220-227
-
-
Dechter, R.1
-
93
-
-
84922940376
-
Bibliografische notities: Causality: Models, reasoning, and inference
-
L. Decock. Bibliografische notities: Causality: Models, Reasoning, and Inference. Tijdschrift voor Filosofie, 64:201, 2002.
-
(2002)
Tijdschrift Voor Filosofie
, vol.64
, pp. 201
-
-
Decock, L.1
-
95
-
-
0442309558
-
Causal effects in non experimental studies: Re-evaluating the evaluation of training programs
-
and
-
R.H. Dehejia and S. Wahba. Causal effects in non experimental studies: Re-evaluating the evaluation of training programs. Journal of the American Statistical Association, 94:1053–1063, 1999.
-
(1999)
Journal of the American Statistical Association
, vol.94
, pp. 1053-1063
-
-
Dehejia, R.H.1
Wahba, S.2
-
96
-
-
0347568442
-
Searching for the causal structure of a vector autoregression
-
S. Demiralp and K. Hoover. Searching for the causal structure of a vector autoregression. Oxford Bulletin of Economics, 65:745–767, 2003.
-
(2003)
Oxford Bulletin of Economics
, vol.65
, pp. 745-767
-
-
Demiralp, S.1
Hoover, K.2
-
98
-
-
0039259960
-
-
Springer-Verlag, New York
-
P.J. Dhrymes. Econometrics. Springer-Verlag, New York, 1970.
-
(1970)
Econometrics
-
-
Dhrymes, P.J.1
-
99
-
-
84937346093
-
Judea pearl, causality: Models, reasoning, and inference
-
V. Didelez and I. Pigeot. Discussions: Judea Pearl, Causality: Models, Reasoning, and Inference. Politische Vierteljahresschrift, 42(2):313–315, 2001.
-
(2001)
Politische Vierteljahresschrift
, vol.42
, Issue.2
, pp. 313-315
-
-
Didelez, V.1
Discussions, I.P.2
-
100
-
-
84922948108
-
Book reviews: Causality: Models, reasoning, and inference
-
V. Didelez. Book reviews: Causality: Models, Reasoning, and Inference. Statistics in Medicine, 21:2292–2293, 2002.
-
(2002)
Statistics in Medicine
, vol.21
, pp. 2292-2293
-
-
Didelez, V.1
-
101
-
-
84922936710
-
Simpson’s paradox
-
P. Armitage and T. Colton, editors, J. Wiley, New York
-
J. Dong. Simpson’s paradox. In P. Armitage and T. Colton, editors, Encyclopedia of Biostatistics, pages 4108–4110. J. Wiley, New York, 1998.
-
(1998)
Encyclopedia of Biostatistics
, pp. 4108-4110
-
-
Dong, J.1
-
103
-
-
0008811858
-
Causality in bayesian belief networks
-
D. Heckerman and A. Mamdani, editors, Morgan Kaufmann, San Mateo, CA
-
M.J. Druzdzel and H.A. Simon. Causality in Bayesian belief networks. In D. Heckerman and A. Mamdani, editors, Proceedings of the Ninth Conference on Uncertainty in Artificial Intelligence, pages 3–11. Morgan Kaufmann, San Mateo, CA, 1993.
-
(1993)
Proceedings of the Ninth Conference on Uncertainty in Artificial Intelligence
, pp. 3-11
-
-
Druzdzel, M.J.1
Simon, H.A.2
-
106
-
-
0002984662
-
Probabilistic causality and the question of transitivity
-
E. Eells and E. Sober. Probabilistic causality and the question of transitivity. Philosophy of Science, 50:35–57, 1983.
-
(1983)
Philosophy of Science
, vol.50
, pp. 35-57
-
-
Eells, E.1
Sober, E.2
-
107
-
-
0004152755
-
-
Cambridge University Press, Cambridge, UK
-
E. Eells. Probabilistic Causality. Cambridge University Press, Cambridge, UK, 1991.
-
(1991)
Probabilistic Causality
-
-
Eells, E.1
-
111
-
-
0002061313
-
Abduction compared with negation as failure
-
G. Levi and M. Martelli, editors, MIT Press, Cambridge, MA
-
K. Eshghi and R.A. Kowalski. Abduction compared with negation as failure. In G. Levi and M. Martelli, editors, Proceedings of the Sixth International Conference on Logic Programming, pages 234–254. MIT Press, Cambridge, MA, 1989.
-
(1989)
Proceedings of the Sixth International Conference on Logic Programming
, pp. 234-254
-
-
Eshghi, K.1
Kowalski, R.A.2
-
112
-
-
84922841878
-
Simpson’s paradox
-
B. Everitt, editor, Cambridge University Press, New York
-
B. Everitt. Simpson’s paradox. In B. Everitt, editor, The Cambridge Dictionary of Statistics in the Medical Sciences, page 237. Cambridge University Press, New York, 1995.
-
(1995)
The Cambridge Dictionary of Statistics in the Medical Sciences
, pp. 237
-
-
Everitt, B.1
-
114
-
-
2842560201
-
STIRPS: A new approach to the application of theorem proving to problem solving
-
R.E. Fikes and N.J. Nilsson. STIRPS: A new approach to the application of theorem proving to problem solving. Artificial Intelligence, 2(3/4):189–208, 1971.
-
(1971)
Artificial Intelligence
, vol.2
, Issue.3-4
, pp. 189-208
-
-
Fikes, R.E.1
Nilsson, N.J.2
-
115
-
-
80054206264
-
Review of lewis’ counterfactuals
-
K. Fine. Review of Lewis’ counterfactuals. Mind, 84:451–458, 1975.
-
(1975)
Mind
, vol.84
, pp. 451-458
-
-
Fine, K.1
-
118
-
-
0001348040
-
The arrangement of field experiments
-
Collected Papers, 2, no. 48, and Contributions, paper 17
-
R.A. Fisher. The arrangement of field experiments. Journal of the Ministry of Agriculture of Great Britain, 33:503–513, 1926. Collected Papers, 2, no. 48, and Contributions, paper 17.
-
(1926)
Journal of the Ministry of Agriculture of Great Britain
, vol.33
, pp. 503-513
-
-
Fisher, R.A.1
-
120
-
-
0003144387
-
A correspondence principle for simultaneous equations models
-
January
-
F.M. Fisher. A correspondence principle for simultaneous equations models. Econometrica, 38(1):73–92, January 1970.
-
(1970)
Econometrica
, vol.38
, Issue.1
, pp. 73-92
-
-
Fisher, F.M.1
-
122
-
-
0036188782
-
Principal stratification in causal inference
-
C.E. Frangakis and D.B. Rubin. Principal stratification in causal inference. Biometrics, 1(58):21–29, 2002.
-
(2002)
Biometrics
, vol.1
, Issue.58
, pp. 21-29
-
-
Frangakis, C.E.1
Rubin, D.B.2
-
123
-
-
0033451345
-
The swine flu vaccine and guillain-barré syndrome: A case study in relative risk and specific causation
-
December
-
D. A. Freedman and P. B. Stark. The swine flu vaccine and Guillain-Barré syndrome: A case study in relative risk and specific causation. Evaluation Review, 23(6):619–647, December 1999.
-
(1999)
Evaluation Review
, vol.23
, Issue.6
, pp. 619-647
-
-
Freedman, D.A.1
Stark, P.B.2
-
124
-
-
0000117948
-
As others see us: A case study in path analysis (with discussion)
-
D. Freedman. As others see us: A case study in path analysis (with discussion). Journal of Educational Statistics, 12(2):101–223, 1987.
-
(1987)
Journal of Educational Statistics
, vol.12
, Issue.2
, pp. 101-223
-
-
Freedman, D.1
-
125
-
-
0002306976
-
From association to causation via regression
-
V.R. McKim and S.P. Turner, editors, University of Notre Dame Press, Notre Dame, IN
-
D.A. Freedman. From association to causation via regression. In V.R. McKim and S.P. Turner, editors, Causality in Crisis?, pages 113–161. University of Notre Dame Press, Notre Dame, IN, 1997.
-
(1997)
Causality in Crisis?
, pp. 113-161
-
-
Freedman, D.A.1
-
126
-
-
46649087837
-
Autonomy of economic relations
-
Reprinted [with Tinbergen’s comments] In D.F. Hendry and M.S. Morgan, editors, Cambridge University Press
-
R. Frisch. Autonomy of economic relations. Reprinted [with Tinbergen’s comments]. In D.F. Hendry and M.S. Morgan, editors, The Foundations of Econometric Analysis, pages 407–423. Cambridge University Press, 1938.
-
(1938)
The Foundations of Econometric Analysis
, pp. 407-423
-
-
Frisch, R.1
-
128
-
-
0002140171
-
Adjusting for covariates that have the same distribution in exposed and unex-posed cohorts
-
S.H. Moolgavkar and R.L. Prentice, editors, John Wiley and Sons, New York
-
M.H. Gail. Adjusting for covariates that have the same distribution in exposed and unex-posed cohorts. In S.H. Moolgavkar and R.L. Prentice, editors, Modern Statistical Methods in Chronic Disease Epidemiology, pages 3–18. John Wiley and Sons, New York, 1986.
-
(1986)
Modern Statistical Methods in Chronic Disease Epidemiology
, pp. 3-18
-
-
Gail, M.H.1
-
129
-
-
0001836396
-
Testing identifiability of causal effects
-
P. Besnard and S. Hanks, editors, Morgan Kaufmann, San Francisco
-
D. Galles and J. Pearl. Testing identifiability of causal effects. In P. Besnard and S. Hanks, editors, Uncertainty in Artificial Intelligence 11, pages 185–195. Morgan Kaufmann, San Francisco, 1995.
-
(1995)
Uncertainty in Artificial Intelligence
, vol.11
, pp. 185-195
-
-
Galles, D.1
Pearl, J.2
-
130
-
-
0031374249
-
Axioms of causal relevance
-
D. Galles and J. Pearl. Axioms of causal relevance. Artificial Intelligence, 97(1-2):9–43, 1997.
-
(1997)
Artificial Intelligence
, vol.97
, Issue.1-2
, pp. 9-43
-
-
Galles, D.1
Pearl, J.2
-
131
-
-
54649084303
-
An axiomatic characterization of causal counterfactuals
-
D. Galles and J. Pearl. An axiomatic characterization of causal counterfactuals. Foundation of Science, 3(1):151–182, 1998.
-
(1998)
Foundation of Science
, vol.3
, Issue.1
, pp. 151-182
-
-
Galles, D.1
Pearl, J.2
-
132
-
-
80051667100
-
Causation and the dynamics of belief
-
W. Harper and B. Skyrms, editors, Kluwer Academic Publishers, Dordrecht /Boston /London
-
P. Gardenfors. Causation and the dynamics of belief. In W. Harper and B. Skyrms, editors, Causation in Decision, Belief Change and Statistics II, pages 85–104. Kluwer Academic Publishers, Dordrecht /Boston /London, 1988.
-
(1988)
Causation in Decision, Belief Change and Statistics II
, pp. 85-104
-
-
Gardenfors, P.1
-
134
-
-
21344496552
-
Logical and algorithmic properties of conditional independence
-
D. Geiger and J. Pearl. Logical and algorithmic properties of conditional independence. The Annals of Statistics, 21(4):2001–2021, 1993.
-
(1993)
The Annals of Statistics
, vol.21
, Issue.4
, pp. 2001-2021
-
-
Geiger, D.1
Pearl, J.2
-
135
-
-
84986959240
-
Identifying independence in bayesian networks
-
D. Geiger, T.S. Verma, and J. Pearl. Identifying independence in Bayesian networks. Networks, 20: 507–534.
-
Networks
, vol.20
, pp. 507-534
-
-
Geiger, D.1
Verma, T.S.2
Pearl, J.3
-
136
-
-
33847355215
-
Identifying direct and indirect effects in a non-counterfactual framework
-
Series B (Methodological
-
S. Geneletti. Identifying direct and indirect effects in a non-counterfactual framework. Journal of the Royal Statistical Society, Series B (Methodological), 69(2): 199–215, 2007.
-
(2007)
Journal of the Royal Statistical Society
, vol.69
, Issue.2
, pp. 199-215
-
-
Geneletti, S.1
-
137
-
-
0036003378
-
Criteria for confounders in epidemiological studies
-
Series B
-
Z. Geng, J. Guo, and W-K. Fung. Criteria for confounders in epidemiological studies. Journal of the Royal Statistical Society, Series B, 64(1):3–15, 2002.
-
(2002)
Journal of the Royal Statistical Society
, vol.64
, Issue.1
, pp. 3-15
-
-
Geng, Z.1
Guo, J.2
Fung, W.-K.3
-
138
-
-
0001152483
-
Collapsibility of relative risk in contingency tables with a response variable
-
Z. Geng. Collapsibility of relative risk in contingency tables with a response variable. Journal of the Royal Statistical Society, 54(2):585–593, 1992.
-
(1992)
Journal of the Royal Statistical Society
, vol.54
, Issue.2
, pp. 585-593
-
-
Geng, Z.1
-
139
-
-
0039545614
-
Counterfactuals and two kinds of expected utility
-
W.L. Harper, R. Stalnaker, and G. Pearce (Eds.), D. Reidel, Dordrecht
-
A. Gibbard and L. Harper. Counterfactuals and two kinds of expected utility. In W.L. Harper, R. Stalnaker, and G. Pearce (Eds.), Ifs, pages 153–169. D. Reidel, Dordrecht, 1976.
-
(1976)
Ifs
, pp. 153-169
-
-
Gibbard, A.1
Harper, L.2
-
140
-
-
84922888713
-
Critical notice: Judea pearl, causality: Models, reasoning, and inference
-
D. Gillies. Critical notice: Judea Pearl, Causality: Models, Reasoning, and Inference. British Journal of Science, 52:613–622, 2001.
-
(2001)
British Journal of Science
, vol.52
, pp. 613-622
-
-
Gillies, D.1
-
141
-
-
0346530273
-
Reasoning about action I: A possible worlds approach
-
Frank M. Brown, editor, Morgan Kaufmann, Los Altos, CA
-
M.L. Ginsberg and D.E. Smith. Reasoning about action I: A possible worlds approach. In Frank M. Brown, editor, The Frame Problem in Artificial Intelligence, pages 233–258. Morgan Kaufmann, Los Altos, CA, 1987.
-
(1987)
The Frame Problem in Artificial Intelligence
, pp. 233-258
-
-
Ginsberg, M.L.1
Smith, D.E.2
-
143
-
-
0004194893
-
-
MIT Press, Cambridge, MA
-
C.N. Glymour and G.F. Cooper, editors. Computation, Causation, and Discovery. MIT Press, Cambridge, MA, 1999.
-
(1999)
Computation, Causation, and Discovery
-
-
Glymour, C.N.1
Cooper, G.F.2
-
144
-
-
84655171395
-
-
K.J. Rothman, S. Greenland, and T.L. Lash, editors, Lippincott Williams & Wilkins, Philadelphia, PA, 3rd edition
-
M.M. Glymour and S. Greenland. Causal diagrams. In K.J. Rothman, S. Greenland, and T.L. Lash, editors, Modern Epidemiology. Lippincott Williams & Wilkins, Philadelphia, PA, 3rd edition, 2008.
-
(2008)
Causal Diagrams
-
-
Glymour, M.M.1
Greenland, S.2
-
145
-
-
0041450958
-
Psychological and normative theories of causal power and the probabilities of causes
-
G.F. Cooper and S. Moral, editors, Morgan Kaufmann, San Francisco, CA
-
C.N. Glymour. Psychological and normative theories of causal power and the probabilities of causes. In G.F. Cooper and S. Moral, editors, Uncertainty in Artificial Intelligence, pages 166–172. Morgan Kaufmann, San Francisco, CA, 1998.
-
(1998)
Uncertainty in Artificial Intelligence
, pp. 166-172
-
-
Glymour, C.N.1
-
148
-
-
0002818055
-
Structural equation models: An overview
-
A.S. Goldberger and O.D. Duncan, editors, Seminar Press, New York, NY
-
A.S. Goldberger. Structural equation models: An overview. In A.S. Goldberger and O.D. Duncan, editors, Structural Equation Models in the Social Sciences, pages 1–18. Seminar Press, New York, NY, 1973.
-
(1973)
Structural Equation Models in the Social Sciences
, pp. 1-18
-
-
Goldberger, A.S.1
-
150
-
-
0002219835
-
Models of substance; comment on n. Wermuth, ‘on block-recursive linear regression equations’
-
A.S. Goldberger. Models of substance; comment on N. Wermuth, ‘On block-recursive linear regression equations’. Brazilian Journal of Probability and Statistics, 6:1–56, 1992.
-
(1992)
Brazilian Journal of Probability and Statistics
, vol.6
, pp. 1-56
-
-
Goldberger, A.S.1
-
151
-
-
0010311979
-
Rank-based systems: A simple approach to belief revision, belief update, and reasoning about evidence and actions
-
B. Nebel, C. Rich, and W. Swartout, editors, Morgan Kaufmann, San Mateo, CA
-
M. Goldszmidt and J. Pearl. Rank-based systems: A simple approach to belief revision, belief update, and reasoning about evidence and actions. In B. Nebel, C. Rich, and W. Swartout, editors, Proceedings of the Third International Conference on Knowledge Representation and Reasoning, pages 661–672. Morgan Kaufmann, San Mateo, CA, 1992.
-
(1992)
Proceedings of the Third International Conference on Knowledge Representation and Reasoning
, pp. 661-672
-
-
Goldszmidt, M.1
Pearl, J.2
-
152
-
-
0001556971
-
The amalgamation and geometry of two-by-two contingency tables
-
I.J. Good and Y. Mittal. The amalgamation and geometry of two-by-two contingency tables. The Annals of Statistics, 15(2):694–711, 1987.
-
(1987)
The Annals of Statistics
, vol.15
, Issue.2
, pp. 694-711
-
-
Good, I.J.1
Mittal, Y.2
-
155
-
-
0038252349
-
A tentative measure of probabilistic causation relevant to the philosophy of the law
-
I.J. Good. A tentative measure of probabilistic causation relevant to the philosophy of the law. Journal of Statistical Computation and Simulation, 47:99–105, 1993.
-
(1993)
Journal of Statistical Computation and Simulation
, vol.47
, pp. 99-105
-
-
Good, I.J.1
-
156
-
-
0742271426
-
A theory of causal learning in children: Causal maps and bayes nets
-
and
-
A. Gopnik, C.N. Glymour, D.M. Sobel, L.E. Schulz, T. Kushnir, and D. Danks. A theory of causal learning in children: Causal maps and Bayes nets. Psychological Review, 111(1):3–32, 2004.
-
(2004)
Psychological Review
, vol.111
, Issue.1
, pp. 3-32
-
-
Gopnik, A.1
Glymour, C.N.2
Sobel, D.M.3
Schulz, L.E.4
Kushnir, T.5
Danks, D.6
-
157
-
-
0000351727
-
Investigating causal relations by econometric models and cross spectral methods
-
C.W.J. Granger. Investigating causal relations by econometric models and cross spectral methods. Econometrica; Journal of the Econometric Society, 37(3):424–438, July 1969.
-
(1969)
Econometrica; Journal of the Econometric Society
, vol.37
, Issue.3
, pp. 424-438
-
-
Granger, C.1
-
158
-
-
84922847404
-
Causality testing in a decision science
-
W. Harper and B. Skyrms, editors, Kluwer Academic Publishers, Dordrecht/Boston/London
-
C.W.J. Granger. Causality testing in a decision science. In W. Harper and B. Skyrms, editors, Causation in Decision, Belief Change and Statistics I, pages 1–20. Kluwer Academic Publishers, Dordrecht/Boston/London, 1988.
-
(1988)
Causation in Decision, Belief Change and Statistics I
, pp. 1-20
-
-
Granger, C.1
-
160
-
-
0004296209
-
-
Prentice Hall, Upper Saddle River, NJ
-
W.H. Greene. Econometric Analysis. Prentice Hall, Upper Saddle River, NJ, 1997.
-
(1997)
Econometric Analysis
-
-
Greene, W.H.1
-
162
-
-
0019259065
-
Control of confounding in the assessment of medical technology
-
S. Greenland and R. Neutra. Control of confounding in the assessment of medical technology. International Journal of Epidemiology, 9(4):361–367, 1980.
-
(1980)
International Journal of Epidemiology
, vol.9
, Issue.4
, pp. 361-367
-
-
Greenland, S.1
Neutra, R.2
-
163
-
-
0022973522
-
Identifiability, exchangeability, and epidemiological confounding
-
S. Greenland and J.M. Robins. Identifiability, exchangeability, and epidemiological confounding. International Journal of Epidemiology, 15(3):413-419, 1986.
-
(1986)
International Journal of Epidemiology
, vol.15
, Issue.3
, pp. 413-419
-
-
Greenland, S.1
Robins, J.M.2
-
164
-
-
0024229198
-
Conceptual problems in the definition and interpretation of attributable fractions
-
S. Greenland and J.M Robins. Conceptual problems in the definition and interpretation of attributable fractions. American Journal of Epidemiology, 128:1185-1197, 1988.
-
(1988)
American Journal of Epidemiology
, vol.128
, pp. 1185-1197
-
-
Greenland, S.1
Robins, J.M.2
-
165
-
-
0024670489
-
Re: ‘Confounding confounding
-
S. Greenland, H. Morgenstern, C. Poole, and J.M. Robins. Re: ‘Confounding confounding’. American Journal of Epidemiology, 129:1086-1089, 1989.
-
(1989)
American Journal of Epidemiology
, vol.129
, pp. 1086-1089
-
-
Greenland, S.1
Morgenstern, H.2
Poole, C.3
Robins, J.M.4
-
166
-
-
0032924944
-
Causal diagrams for epidemiologic research
-
S. Greenland, J. Pearl, and J.M Robins. Causal diagrams for epidemiologic research. Epidemiology, 10(1):37-48, 1999.
-
(1999)
Epidemiology
, vol.10
, Issue.1
, pp. 37-48
-
-
Greenland, S.1
Pearl, J.2
Robins, J.M.3
-
167
-
-
0002864224
-
Confounding and collapsibility in causal inference
-
S. Greenland, J.M. Robins, and J. Pearl. Confounding and collapsibility in causal inference. Statistical Science, 14(1):29-46, February 1999.
-
(1999)
Statistical Science
, vol.14
, Issue.1
, pp. 29-46
-
-
Greenland, S.1
Robins, J.M.2
Pearl, J.3
-
168
-
-
0004784154
-
Confounding
-
P. Armitage and T. Colton, editors, J. Wiley, New York
-
S. Greenland. Confounding. In P. Armitage and T. Colton, editors, Encyclopedia of Biostatistics, page 905-906. J. Wiley, New York, 1998.
-
(1998)
Encyclopedia of Biostatistics
, pp. 905-906
-
-
Greenland, S.1
-
169
-
-
84922927596
-
Book reviews: Causality: Models, reasoning, and inference
-
K. Gursoy. Book reviews: Causality: Models, Reasoning, and Inference. IIE Transactions, 34:583, 2002.
-
(2002)
IIE Transactions
, vol.34
, pp. 583
-
-
Gursoy, K.1
-
170
-
-
77956412560
-
Design and analysis of the causation and prediction challenge
-
volume, WCCI 2008 causality challenge, Hong Kong, June 3–4
-
I. Guyon, C. Aliferis, G.F. Cooper, A. Elisseeff, J.-P Pellet, P. Spirtes, and A. Statnikov. Design and analysis of the causation and prediction challenge. JMLR Workshop and Conference Proceedings, volume 3: WCCI 2008 causality challenge, Hong Kong, June 3–4 2008.
-
(2008)
JMLR Workshop and Conference Proceedings
, vol.3
-
-
Guyon, I.1
Aliferis, C.2
Cooper, G.F.3
Elisseeff, A.4
Pellet, J.-P.5
Spirtes, P.6
Statnikov, A.7
-
171
-
-
77956412560
-
Design and analysis of the causality pot-luck challenge
-
volume, NIPS 2008 causality workshop, Whistler, Canada, December 12
-
I. Guyon, C. Aliferis, G.F. Cooper, A. Elisseeff, J.-P. Pellet, P. Spirtes, and A. Statnikov. Design and analysis of the causality pot-luck challenge. JMLR Workshop and Conference Proceedings, volume 5: NIPS 2008 causality workshop, Whistler, Canada, December 12 2008.
-
(2008)
JMLR Workshop and Conference Proceedings
, vol.5
-
-
Guyon, I.1
Aliferis, C.2
Cooper, G.F.3
Elisseeff, A.4
Pellet, J.-P.5
Spirtes, P.6
Statnikov, A.7
-
172
-
-
0002011245
-
The statistical implications of a system of simultaneous equations
-
143Reprinted in D.F. Hendry and M.S. Morgan (Eds.), The Foundations of Econometric Analysis, Cambridge University Press, 477–490
-
T. Haavelmo. The statistical implications of a system of simultaneous equations. Econometrica, 11:1-12, 143. Reprinted in D.F. Hendry and M.S. Morgan (Eds.), The Foundations of Econometric Analysis, Cambridge University Press, 477–490, 1995.
-
(1995)
Econometrica
, vol.11
, pp. 1-12
-
-
Haavelmo, T.1
-
173
-
-
0002556498
-
The probability approach in econometrics (1944)*
-
26-31, 33-39, Reprinted in D.F. Hendry and M.S. Morgan (Eds.), The Foundations of Econometric Analysis, Cambridge University Press, New York, 440–453, 1995
-
T. Haavelmo. The probability approach in econometrics (1944)*. Supplement to Econometrica, 12:12-17, 26-31, 33-39, 1944. Reprinted in D.F. Hendry and M.S. Morgan (Eds.), The Foundations of Econometric Analysis, Cambridge University Press, New York, 440–453, 1995.
-
(1944)
Supplement to Econometrica
, vol.12
, pp. 12-17
-
-
Haavelmo, T.1
-
174
-
-
84922956176
-
Book reviews: Causality: Models, reasoning, and inference
-
C.R. Hadlock. Book reviews: Causality: Models, Reasoning, and Inference. Journal of the American Statistical Association, 100:1095-1096, 2005.
-
(2005)
Journal of the American Statistical Association
, vol.100
, pp. 1095-1096
-
-
Hadlock, C.R.1
-
175
-
-
16644390593
-
Two concepts of causation
-
N. Hall, J. Collins, and L.A. Paul, editors, Chapter 9, MIT Press, Cambridge, MA
-
N. Hall. Two concepts of causation. In N. Hall, J. Collins, and L.A. Paul, editors, Causation and Counterfactuals, Chapter 9. MIT Press, Cambridge, MA, 2004.
-
(2004)
Causation and Counterfactuals
-
-
Hall, N.1
-
176
-
-
33846483765
-
Structural equations and causation
-
N. Hall. Structural equations and causation. Philosophical Studies, 132:109-136, 2007.
-
(2007)
Philosophical Studies
, vol.132
, pp. 109-136
-
-
Hall, N.1
-
177
-
-
82955221195
-
Actual causation and the art of modeling
-
R. Dechter, H. Geffner, and J.Y. Halpern, editors, College Publications, London
-
J.Y Halpern and C. Hitchcock. Actual causation and the art of modeling. In R. Dechter, H. Geffner, and J.Y. Halpern, editors, Heuristics, Probability and Causality, pages 383–406. College Publications, London, 2010.
-
(2010)
Heuristics, Probability and Causality
, pp. 383-406
-
-
Halpern, J.Y.1
Hitchcock, C.2
-
178
-
-
84922956175
-
-
Technical Report R-266, University of California Los Angeles, Cognitive Systems Lab, Los Angeles
-
J.Y. Halpern and J. Pearl. Actual causality. Technical Report R-266, University of California Los Angeles, Cognitive Systems Lab, Los Angeles, 1999.
-
(1999)
Actual Causality
-
-
Halpern, J.Y.1
Pearl, J.2
-
179
-
-
0001842747
-
-
Technical Report R-266, Cognitive Systems Laboratory, Department of Computer Science, University of California, Los Angeles, CA, March
-
J.Y. Halpern and J. Pearl. Causes and explanations. Technical Report R-266, Cognitive Systems Laboratory, Department of Computer Science, University of California, Los Angeles, CA, March 2000. Online at (www.cs.ucla.edu/~judea/).
-
(2000)
Causes and Explanations
-
-
Halpern, J.Y.1
Pearl, J.2
-
182
-
-
29144510111
-
Causes and explanations: A structural-model approach—part i: Causes
-
J.Y. Halpern and J. Pearl. Causes and explanations: A structural-model approach—Part I: Causes. British Journal of Philosophy of Science, 56:843-887, 2005.
-
(2005)
British Journal of Philosophy of Science
, vol.56
, pp. 843-887
-
-
Halpern, J.Y.1
Pearl, J.2
-
183
-
-
29144482640
-
Causes and explanations: A structural-model approach—part ii: Explanations
-
J.Y. Halpern and J. Pearl. Causes and explanations: A structural-model approach—Part II: Explanations. British Journal of Philosophy of Science, 56:843-887, 2005.
-
(2005)
British Journal of Philosophy of Science
, vol.56
, pp. 843-887
-
-
Halpern, J.Y.1
Pearl, J.2
-
184
-
-
0002985910
-
Axiomatizing causal reasoning
-
G.F. Cooper and S. Moral, editors, pages, Morgan Kaufmann, San Francisco, CA, Also, Journal of Artificial Intelligence Research 12:3, 17-37, 2000
-
J.Y. Halpern. Axiomatizing causal reasoning. In G.F. Cooper and S. Moral, editors, Uncertainty in Artificial Intelligence, pages 202-210. Morgan Kaufmann, San Francisco, CA, 1998. Also, Journal of Artificial Intelligence Research 12:3, 17-37, 2000.
-
(1998)
Uncertainty in Artificial Intelligence
, pp. 202-210
-
-
Halpern, J.Y.1
-
185
-
-
79951556197
-
Defaults and normality in causal structures
-
G. Brewka and J. Lang, editors, Morgan Kaufmann, San Mateo, CA
-
J.Y. Halpern. Defaults and normality in causal structures. In G. Brewka and J. Lang, editors, Proceedings of the Eleventh International Conference on Principles of Knowledge Representation and Reasoning (KR 2008), page 198–208. Morgan Kaufmann, San Mateo, CA, 2008.
-
(2008)
Proceedings of the Eleventh International Conference on Principles of Knowledge Representation and Reasoning (KR 2008)
, pp. 198-208
-
-
Halpern, J.Y.1
-
186
-
-
0026011101
-
A consequence of omitted covariates when estimating odds ratios
-
W.W. Hauck, J.M. Heuhaus, J.D. Kalbfleisch, and S. Anderson. A consequence of omitted covariates when estimating odds ratios. Journal of Clinical Epidemiology, 44(1):77–81, 1991.
-
(1991)
Journal of Clinical Epidemiology
, vol.44
, Issue.1
, pp. 77-81
-
-
Hauck, W.W.1
Heuhaus, J.M.2
Kalbfleisch, J.D.3
Anderson, S.4
-
187
-
-
0003759338
-
-
Cambridge University Press, New York
-
D.M. Hausman. Causal Asymmetries. Cambridge University Press, New York, 1998.
-
(1998)
Causal Asymmetries
-
-
Hausman, D.M.1
-
188
-
-
27744451617
-
Pearl’s D-separation: One more step into causal thinking
-
L. Hayduk, G. Cummings, R. Stratkotter, M. Nimmo, K. Grygoryev, D. Dosman, M. Gillespie, H. Pazderka-Robinson, and K. Boadu. Pearl’s D-separation: One more step into causal thinking. Structural Equation Modeling, 10(2):289–311, 2003.
-
(2003)
Structural Equation Modeling
, vol.10
, Issue.2
, pp. 289-311
-
-
Hayduk, L.1
Cummings, G.2
Stratkotter, R.3
Nimmo, M.4
Grygoryev, K.5
Dosman, D.6
Gillespie, M.7
Pazderka-Robinson, H.8
Boadu, K.9
-
191
-
-
0000632751
-
Learning Bayesian networks: The combination of knowledge and statistical data
-
R. Lopez de Mantaras and D. Poole, editors, Morgan Kaufmann, San Mateo, CA
-
D. Heckerman, D. Geiger, and D. Chickering. Learning Bayesian networks: The combination of knowledge and statistical data. In R. Lopez de Mantaras and D. Poole, editors, Uncertainty in Artificial Intelligence 10, pages 293–301. Morgan Kaufmann, San Mateo, CA, 1994.
-
(1994)
Uncertainty in Artificial Intelligence
, vol.10
, pp. 293-301
-
-
Heckerman, D.1
Geiger, D.2
Chickering, D.3
-
192
-
-
84976362631
-
Real-world applications of bayesian networks
-
March
-
David Heckerman, Abe Mamdani, and Michael P. Wellman. Real-world applications of Bayesian networks. Communications of the ACM, 38(3):24–68, March 1995.
-
(1995)
Communications of the ACM
, vol.38
, Issue.3
, pp. 24-68
-
-
Heckerman, D.1
Mamdani, A.2
Wellman, M.P.3
-
193
-
-
0012315692
-
A bayesian approach to causal discovery
-
C. Glymour and G. Cooper, editors, The MIT Press, Cambridge, MA
-
D. Heckerman, C. Meek, and G.F. Cooper. A Bayesian approach to causal discovery. In C. Glymour and G. Cooper, editors, Computation, Causation, and Discovery, The MIT Press, Cambridge, MA, 143–167, 1999.
-
(1999)
Computation, Causation, and Discovery
, pp. 143-167
-
-
Heckerman, D.1
Meek, C.2
Cooper, G.F.3
-
194
-
-
0001531474
-
The empirical content of the roy model
-
J.J. Heckman and B.E. Honoré. The empirical content of the Roy model. Econometrica, 58:1121–1149, 1990.
-
(1990)
Econometrica
, vol.58
, pp. 1121-1149
-
-
Heckman, J.J.1
Honoré, B.E.2
-
195
-
-
0002857945
-
Alternative methods for solving the problem of selection bias in evaluating the impact of treatments on outcomes
-
H. Wainer, editor, Springer-Verlag, New York, NY
-
J.J. Heckman and R.R. Robb. Alternative methods for solving the problem of selection bias in evaluating the impact of treatments on outcomes. In H. Wainer, editor, Drawing Inference From Self Selected Samples, pages 63–107. Springer-Verlag, New York, NY, 1986.
-
(1986)
Drawing Inference from Self Selected Samples
, pp. 63-107
-
-
Heckman, J.J.1
Robb, R.R.2
-
196
-
-
0033551217
-
Local instrumental variables and latent variable models for identifying and bounding treatment effects
-
J.J. Heckman and E.J. Vytlacil. Local instrumental variables and latent variable models for identifying and bounding treatment effects. Proceedings of the National Academy of Sciences, USA, 96(8):4730–4734, April 1999.
-
(1999)
Proceedings of the National Academy of Sciences, USA
, vol.96
, Issue.8
, pp. 4730-4734
-
-
Heckman, J.J.1
Vytlacil, E.J.2
-
197
-
-
66049161687
-
-
and, volume 6B, Econometric Evaluation of Social Programs, Part I: Causal Models, Structural Models and Econometric Policy Evaluation, pages, Elsevier B.V
-
J.J. Heckman and E.J. Vytlacil. Handbook of Econometrics, volume 6B, Econometric Evaluation of Social Programs, Part I: Causal Models, Structural Models and Econometric Policy Evaluation, pages 4779–4874. Elsevier B.V., 2007.
-
(2007)
Handbook of Econometrics
, pp. 4779-4874
-
-
Heckman, J.J.1
Vytlacil, E.J.2
-
199
-
-
0002262018
-
Randomization and social policy evaluation
-
C. Manski and I. Garfinkle, editors, Harvard University Press, Cambridge, MA
-
J.J. Heckman. Randomization and social policy evaluation. In C. Manski and I. Garfinkle, editors, Evaluations: Welfare and Training Programs, pages 201–230. Harvard University Press, Cambridge, MA, 1992.
-
(1992)
Evaluations: Welfare and Training Programs
, pp. 201-230
-
-
Heckman, J.J.1
-
200
-
-
85011233091
-
Comment on ‘identification of causal effects using instrumental variables’
-
J.J. Heckman. Comment on ‘Identification of causal effects using instrumental variables’. Journal of the American Statistical Association, 91(434):459–462, June 1996.
-
(1996)
Journal of the American Statistical Association
, vol.91
, Issue.434
, pp. 459-462
-
-
Heckman, J.J.1
-
201
-
-
0040435565
-
Causal parameters and policy analysis in economics:A twentieth century retrospective
-
J.J. Heckman. Causal parameters and policy analysis in economics: A twentieth century retrospective. The Quarterly Journal of Economics, 115(1):45–97, 2000.
-
(2000)
The Quarterly Journal of Economics
, vol.115
, Issue.1
, pp. 45-97
-
-
Heckman, J.J.1
-
202
-
-
0242620660
-
Conditioning causality and policy analysis
-
J.J. Heckman. Conditioning causality and policy analysis. Journal of Econometrics, 112(1):73–78, 2003.
-
(2003)
Journal of Econometrics
, vol.112
, Issue.1
, pp. 73-78
-
-
Heckman, J.J.1
-
203
-
-
33644867915
-
The scientific model of causality
-
J.J. Heckman. The scientific model of causality. Sociological Methodology, 35:1–97, 2005.
-
(2005)
Sociological Methodology
, vol.35
, pp. 1-97
-
-
Heckman, J.J.1
-
204
-
-
0004224591
-
-
John Wiley and Sons, New York
-
D.R. Heise. Causal Analysis. John Wiley and Sons, New York, 1975.
-
(1975)
Causal Analysis
-
-
Heise, D.R.1
-
208
-
-
0037080447
-
Causal knowledge as a prerequisite for confounding evaluation: An application to birth defects epidemiology
-
M.A. Hernán, S. Hernández-Díaz, M.M. Werler, and A.A. Mitchell. Causal knowledge as a prerequisite for confounding evaluation: An application to birth defects epidemiology. American Journal of Epidemiology, 155(2):176–184, 2002.
-
(2002)
American Journal of Epidemiology
, vol.155
, Issue.2
, pp. 176-184
-
-
Hernán, M.A.1
Hernández-Díaz, S.2
Werler, M.M.3
Mitchell, A.A.4
-
209
-
-
13944279789
-
A structural approach to selection bias
-
M.A. Hernán, S. Hernández-Díaz, and J.M. Robins. A structural approach to selection bias. Epidemiology, 15(5):615–625, 2004.
-
(2004)
Epidemiology
, vol.15
, Issue.5
, pp. 615-625
-
-
Hernán, M.A.1
Hernández-Díaz, S.2
Robins, J.M.3
-
210
-
-
33845196474
-
The birth weight “paradox” uncovered?
-
S. Hernández-Díaz, E.F. Schisterman, and Hernán M.A. The birth weight “paradox” uncovered? American Journal of Epidemiology, 164(11):1115–1120, 2006.
-
(2006)
American Journal of Epidemiology
, vol.164
, Issue.11
, pp. 1115-1120
-
-
Hernández-Díaz, S.1
Schisterman, E.F.2
Hernán, M.A.3
-
211
-
-
0041458765
-
Discussion: Two notes on the probabilistic approach to causality
-
G. Hesslow. Discussion: Two notes on the probabilistic approach to causality. Philosophy of Science, 43:290–292, 1976.
-
(1976)
Philosophy of Science
, vol.43
, pp. 290-292
-
-
Hesslow, G.1
-
213
-
-
0141960715
-
The mishap of reichenbach’s fall: Singular vs. general causation
-
C. Hitchcock. The mishap of Reichenbach’s fall: Singular vs. general causation. Philosophical Studies, 78:257–291, 1995.
-
(1995)
Philosophical Studies
, vol.78
, pp. 257-291
-
-
Hitchcock, C.1
-
214
-
-
34247253731
-
Causal decision theory and decision theoretic causation
-
C.R. Hitchcock. Causal decision theory and decision theoretic causation. Nous, 30(4):508–526, 1996.
-
(1996)
Nous
, vol.30
, Issue.4
, pp. 508-526
-
-
Hitchcock, C.R.1
-
215
-
-
33744603252
-
Causation, probabilistic
-
In, online at
-
C. Hitchcock. Causation, probabilistic, 1997. In Stanford Encyclopedia of Philosophy, online at: http://plato.stanford.edu/entries/causation-probabilistic.
-
(1997)
Stanford Encyclopedia of Philosophy
-
-
Hitchcock, C.1
-
216
-
-
84874077513
-
Book reviews: Causality: Models, reasoning, and inference
-
C. Hitchcock. Book reviews: Causality: Models, Reasoning, and Inference. The Philosophical Review, 110(4):639–641, 2001.
-
(2001)
The Philosophical Review
, vol.110
, Issue.4
, pp. 639-641
-
-
Hitchcock, C.1
-
217
-
-
35648937995
-
Prevention, preemption, and the principle of sufficient reason
-
C.R. Hitchcock. Prevention, preemption, and the principle of sufficient reason. Philosophical Review, 116:495–532, 2007.
-
(2007)
Philosophical Review
, vol.116
, pp. 495-532
-
-
Hitchcock, C.R.1
-
218
-
-
65549160494
-
Structural equations and causation: Six counterexamples
-
C.R. Hitchcock. Structural equations and causation: Six counterexamples. Philosophical Studies, page DOI 10.1007/s 11098–008–9216–2, 2008.
-
(2008)
Philosophical Studies
-
-
Hitchcock, C.R.1
-
220
-
-
85068033738
-
On lord’s paradox
-
H. Wainer and S. Messick, editors, Lawrence Earlbaum, Hillsdale, NJ
-
P.W. Holland and D.B. Rubin. On Lord’s paradox. In H. Wainer and S. Messick, editors, Principals of Modern Psychological Measurement, pages 3–25. Lawrence Earlbaum, Hillsdale, NJ, 1983.
-
(1983)
Principals of Modern Psychological Measurement
, pp. 3-25
-
-
Holland, P.W.1
Rubin, D.B.2
-
222
-
-
84936109202
-
Causal inference, path analysis, and recursive structural equations models
-
C. Clogg, editor, American Sociological Association, Washington, D.C
-
P.W. Holland. Causal inference, path analysis, and recursive structural equations models. In C. Clogg, editor, Sociological Methodology, pages 449–484. American Sociological Association, Washington, D.C., 1988.
-
(1988)
Sociological Methodology
, pp. 449-484
-
-
Holland, P.W.1
-
223
-
-
0040730917
-
Some reflections on freedman’s critiques
-
P.W. Holland. Some reflections on Freedman’s critiques. Foundations of Science, 1:50–57, 1995.
-
(1995)
Foundations of Science
, vol.1
, pp. 50-57
-
-
Holland, P.W.1
-
224
-
-
0042318610
-
The false linking of race and causality: Lessons from standardized testing
-
P.W. Holland. The false linking of race and causality: Lessons from standardized testing. Race and Society, 4(2): 219–233, 2001.
-
(2001)
Race and Society
, vol.4
, Issue.2
, pp. 219-233
-
-
Holland, P.W.1
-
225
-
-
84971972604
-
The logic of causal inference
-
K.D. Hoover. The logic of causal inference. Economics and Philosophy, 6:207–234, 1990.
-
(1990)
Economics and Philosophy
, vol.6
, pp. 207-234
-
-
Hoover, K.D.1
-
227
-
-
15744383278
-
Book reviews: Causality: Models, reasoning, and inference
-
K.D. Hoover. Book reviews: Causality: Models, Reasoning, and Inference. Economic Journal, 113:411–413, 2003.
-
(2003)
Economic Journal
, vol.113
, pp. 411-413
-
-
Hoover, K.D.1
-
228
-
-
3042511574
-
Abduction compared with negation as failure
-
K.D. Hoover. Lost causes. Journal of the History of Economic Thought, 26(2):149–164, June 2004.
-
(2004)
Lost causes
, vol.26
, Issue.2
, pp. 149-164
-
-
Hoover, K.D.1
-
229
-
-
79961235213
-
Causality in economics and econometrics
-
K.D. Hoover. Causality in economics and econometrics. In S.N. Durlauf and L.E. Blume, editors, From The New Palgrave Dictionary of Economics. Palgrave Macmillan, New York, NY, 2nd edition, 2008.
-
(2008)
From the New Palgrave Dictionary of Economics
-
-
Hoover, K.D.1
-
231
-
-
0000086731
-
Influence diagrams
-
Strategic Decisions Group, Menlo Park, CA. Reprinted in Decision Analysis 2(3): 129–143, 2005
-
R.A. Howard and J.E. Matheson. Influence diagrams. Principles and Applications of Decision Analysis, 1981. Strategic Decisions Group, Menlo Park, CA. Reprinted in Decision Analysis 2(3): 129–143, 2005.
-
(1981)
Principles and Applications of Decision Analysis
-
-
Howard, R.A.1
Matheson, J.E.2
-
233
-
-
0002327823
-
From influence to relevance to knowledge
-
R.M. Oliver and J.Q. Smith, editors, Wiley and Sons, Ltd., New York, NY
-
R.A. Howard. From influence to relevance to knowledge. In R.M. Oliver and J.Q. Smith, editors, Influence Diagrams, Belief Nets, and Decision Analysis, pages 3–23. Wiley and Sons, Ltd., New York, NY, 1990.
-
(1990)
Influence Diagrams, Belief Nets, and Decision Analysis
, pp. 3-23
-
-
Howard, R.A.1
-
234
-
-
33749343571
-
Estimation of linear, non-gaussian causal models in presence of confounding latent variables
-
Institute of Information Theory and Automation, Prague, Czech Republic
-
P. Hoyer, S. Shimizu, and A.J. Kerminen. Estimation of linear, non-Gaussian causal models in presence of confounding latent variables. In Proceedings of the Third European Workshop on Probabilistic Graphical Models (PGM’06), pages 155–162. Institute of Information Theory and Automation, Prague, Czech Republic, 2006.
-
(2006)
Proceedings of the Third European Workshop on Probabilistic Graphical Models (PGM’06)
, pp. 155-162
-
-
Hoyer, P.1
Shimizu, S.2
Kerminen, A.J.3
-
235
-
-
46149100175
-
Pearl’s calculus of intervention is complete
-
R. Dechter and T.S. Richardson, editors, AUAI Press, Corvallis, OR
-
Y. Huang and M. Valtorta. Pearl’s calculus of intervention is complete. In R. Dechter and T.S. Richardson, editors, Proceedings of the Twenty-Second Conference on Uncertainty in Artificial Intelligence, pages 217–224. AUAI Press, Corvallis, OR, 2006.
-
(2006)
Proceedings of the Twenty-Second Conference on Uncertainty in Artificial Intelligence
, pp. 217-224
-
-
Huang, Y.1
Valtorta, M.2
-
236
-
-
0004088235
-
-
Oxford University Press, Oxford, Reprinted 1888
-
D. Hume. A Treatise of Human Nature. Oxford University Press, Oxford, 1739. Reprinted 1888.
-
(1739)
A Treatise of Human Nature
-
-
Hume, D.1
-
239
-
-
0003206616
-
On the structural form of interdependent systems
-
E. Nagel, P. Suppes, and A. Tarski, editors, Stanford University Press, Stanford CA
-
L. Hurwicz. On the structural form of interdependent systems. In E. Nagel, P. Suppes, and A. Tarski, editors, Logic, Methodology, and Philosophy of Science, pages 232–239. Stanford University Press, Stanford CA, 1962.
-
(1962)
Logic, Methodology, and Philosophy of Science
, pp. 232-239
-
-
Hurwicz, L.1
-
240
-
-
77953792399
-
-
Technical report, Department of Politics, Princeton University, December
-
K. Imai, L. Keele, and T. Yamamoto. Identification, inference, and sensitivity analysis for causal mediation effects. Technical report, Department of Politics, Princeton University, December 2008.
-
(2008)
Identification, Inference, and Sensitivity Analysis for Causal Mediation Effects
-
-
Imai, K.1
Keele, L.2
Yamamoto, T.3
-
241
-
-
0001566850
-
Identification and estimation of local average treatment effects
-
March
-
G.W. Imbens and J.D. Angrist. Identification and estimation of local average treatment effects. Econometrica, 62(2):467–475, March 1994.
-
(1994)
Econometrica
, vol.62
, Issue.2
, pp. 467-475
-
-
Imbens, G.W.1
Angrist, J.D.2
-
242
-
-
0031535102
-
Bayesian inference for causal effects in randomized experiments with noncompliance
-
G.W. Imbens and D.R. Rubin. Bayesian inference for causal effects in randomized experiments with noncompliance. Annals of Statistics, 25:305–327, 1997.
-
(1997)
Annals of Statistics
, vol.25
, pp. 305-327
-
-
Imbens, G.W.1
Rubin, D.R.2
-
244
-
-
1842429563
-
Nonparametric estimation of average treatment effects under exogeneity: A review
-
G.W. Imbens. Nonparametric estimation of average treatment effects under exogeneity: A review. The Review of Economics and Statistics, 86(1):4–29, 2004.
-
(2004)
The Review of Economics and Statistics
, vol.86
, Issue.1
, pp. 4-29
-
-
Imbens, G.W.1
-
245
-
-
29144505930
-
-
Techniques, and Applications,. Prentice-Hall, Saddle River, NJ, 2nd edition
-
M.D. Intriligator, R.G. Bodkin, and C. Hsiao. Econometric Models, Techniques, and Applications. Prentice-Hall, Saddle River, NJ, 2nd edition, 1996.
-
(1996)
Econometric Models
-
-
Intriligator, M.D.1
Bodkin, R.G.2
Hsiao, C.3
-
246
-
-
0002271578
-
An introduction to spatial point processes and markov random fields
-
V. Isham. An introduction to spatial point processes and Markov random fields. International Statistical Review, 49:21–43, 1981.
-
(1981)
International Statistical Review
, vol.49
, pp. 21-43
-
-
Isham, V.1
-
248
-
-
0004169930
-
Causal analysis: Assumptions, models, and data
-
Sage, Beverly Hills
-
L.R. James, S.A. Mulaik, and J.M. Brett. Causal Analysis: Assumptions, Models, and Data. Studying Organizations, 1. Sage, Beverly Hills, 1982.
-
(1982)
Studying Organizations
, vol.1
-
-
James, L.R.1
Mulaik, S.A.2
Brett, J.M.3
-
251
-
-
0004283231
-
-
Kluwer Academic Publishers, Dordrecht, series D: Behavioural and Social Sciences – vol. 89 edition
-
M.I. Jordan. Learning in Graphical Models. Kluwer Academic Publishers, Dordrecht, series D: Behavioural and Social Sciences – vol. 89 edition, 1998.
-
(1998)
Learning in Graphical Models
-
-
Jordan, M.I.1
-
252
-
-
0002498396
-
On the difference between updating a knowledge base and revising it
-
J.A. Allen, R. Fikes, and E. Sandewall, editors, Morgan Kaufmann, San Mateo, CA
-
H. Katsuno and A.O. Mendelzon. On the difference between updating a knowledge base and revising it. In J.A. Allen, R. Fikes, and E. Sandewall, editors, Principles of Knowledge Representation and Reasoning: Proceedings of the Second International Conference, pages 387–394, Morgan Kaufmann, San Mateo, CA, 1991.
-
(1991)
Principles of Knowledge Representation and Reasoning: Proceedings of the Second International Conference
, pp. 387-394
-
-
Katsuno, H.1
Mendelzon, A.O.2
-
253
-
-
19944421775
-
Improved estimation of controlled direct effects in the presence of unmeasured confounding of intermediate variables
-
S. Kaufman, J.S. Kaufman, R.F. MacLenose, S. Greenland, and C. Poole. Improved estimation of controlled direct effects in the presence of unmeasured confounding of intermediate variables. Statistics in Medicine, 25:1683–1702, 2005.
-
(2005)
Statistics in Medicine
, vol.25
, pp. 1683-1702
-
-
Kaufman, S.1
Kaufman, J.S.2
MacLenose, R.F.3
Greenland, S.4
Poole, C.5
-
255
-
-
0024497426
-
On the measurement of susceptibility in epidemiologic studies
-
M.J. Khoury, W.D Flanders, S. Greenland, and M.J. Adams. On the measurement of susceptibility in epidemiologic studies. American Journal of Epidemiology, 129(1):183–190, 1989.
-
(1989)
American Journal of Epidemiology
, vol.129
, Issue.1
, pp. 183-190
-
-
Khoury, M.J.1
Flanders, W.D.2
Greenland, S.3
Adams, M.J.4
-
258
-
-
0007235685
-
Causes and Events: Mackie on Causation
-
Reprinted in E. Sosa and M. Tooley (Eds.), Causation, Oxford University Press, 1993
-
J. Kim. Causes and events: Mackie on causation. Journal of Philosophy, 68:426–471, 1971. Reprinted in E. Sosa and M. Tooley (Eds.), Causation, Oxford University Press, 1993.
-
(1971)
Journal of Philosophy
, vol.68
, pp. 426-471
-
-
Kim, J.1
-
259
-
-
0003591736
-
-
Princeton University Press, Princeton, NJ
-
G. King, R.O. Keohane, and S. Verba. Designing Social Inquiry: Scientific Inference in Qualitative Research. Princeton University Press, Princeton, NJ, 1994.
-
(1994)
Designing Social Inquiry: Scientific Inference in Qualitative Research
-
-
King, G.1
Keohane, R.O.2
Verba, S.3
-
260
-
-
0003847007
-
-
Lifetime Learning Publications, Belmont, California
-
D.G. Kleinbaum, L.L. Kupper, and H. Morgenstern. Epidemiologic Research. Lifetime Learning Publications, Belmont, California, 1982.
-
(1982)
Epidemiologic Research
-
-
Kleinbaum, D.G.1
Kupper, L.L.2
Morgenstern, H.3
-
262
-
-
0010082648
-
Measuring the equation systems of dynamic economics
-
T.C. Koopmans, editor, John Wiley, New York
-
T.C. Koopmans, H. Rubin, and R.B. Leipnik. Measuring the equation systems of dynamic economics. In T.C. Koopmans, editor, Statistical Inference in Dynamic Economic Models, pages 53–237. John Wiley, New York, 1950.
-
(1950)
Statistical Inference in Dynamic Economic Models
, pp. 53-237
-
-
Koopmans, T.C.1
Rubin, H.2
Leipnik, R.B.3
-
263
-
-
0003257292
-
When is an equation system complete for statistical purposes?
-
T.C. Koopmans, editor, Wiley, New York, Reprinted in D.F. Hendry and M.S. Morgan (Eds.), The Foundations of Econometric Analysis, pages 527–537. Cambridge University Press, 1995
-
T.C. Koopmans. When is an equation system complete for statistical purposes? In T.C. Koopmans, editor, Statistical Inference in Dynamic Economic Models, Cowles Commission, Monograph 10. Wiley, New York, 1950. Reprinted in D.F. Hendry and M.S. Morgan (Eds.), The Foundations of Econometric Analysis, pages 527–537. Cambridge University Press, 1995.
-
(1950)
Statistical Inference in Dynamic Economic Models, Cowles Commission, Monograph
, vol.10
-
-
Koopmans, T.C.1
-
264
-
-
0010670891
-
Identification problems in econometric model construction
-
W.C. Hood and T.C. Koopmans, editors, Wiley, New York
-
T.C. Koopmans. Identification problems in econometric model construction. In W.C. Hood and T.C. Koopmans, editors, Studies in Econometric Method, pages 27–48. Wiley, New York, 1953.
-
(1953)
Studies in Econometric Method
, pp. 27-48
-
-
Koopmans, T.C.1
-
265
-
-
0012327464
-
In search of the philosopher’s stone: Remarks on humphreys and freedman’s critique of causal discovery
-
K.B. Korb and C.S. Wallace. In search of the philosopher’s stone: Remarks on Humphreys and Freedman’s critique of causal discovery. British Journal for the Philosophy of Science, 48:543–553, 1997.
-
(1997)
British Journal for the Philosophy of Science
, vol.48
, pp. 543-553
-
-
Korb, K.B.1
Wallace, C.S.2
-
266
-
-
0033244552
-
On the validity of the markov interpretation of path diagrams of gaussian structural equations systems with correlated errors
-
J.T.A. Koster. On the validity of the Markov interpretation of path diagrams of Gaussian structural equations systems with correlated errors. Scandinavian Journal of Statistics, 26:413–431, 1999.
-
(1999)
Scandinavian Journal of Statistics
, vol.26
, pp. 413-431
-
-
Koster, J.1
-
267
-
-
0021673642
-
Scientific challenges in the application of randomized trials
-
M.S. Kramer and S. Shapiro. Scientific challenges in the application of randomized trials. Journal of the American Medical Association, 252:2739–2745, November 1984.
-
(1984)
Journal of the American Medical Association
, vol.252
, pp. 2739-2745
-
-
Kramer, M.S.1
Shapiro, S.2
-
268
-
-
0025462359
-
Non monotonic reasoning, preferential models and cumulative logics
-
S. Kraus, D. Lehmann, and M. Magidor. Non monotonic reasoning, preferential models and cumulative logics. Artificial Intelligence, 44:167–207, 1990.
-
(1990)
Artificial Intelligence
, vol.44
, pp. 167-207
-
-
Kraus, S.1
Lehmann, D.2
Magidor, M.3
-
269
-
-
80051905271
-
Selection of identifiability criteria for total effects by using path diagrams
-
M. Chickering and J. Halpern, editors, AUAI, Arlington, VA
-
M. Kuroki and Z. Cai. Selection of identifiability criteria for total effects by using path diagrams. In M. Chickering and J. Halpern, editors, Uncertainty in Artificial Intelligence, Proceedings of the Twentieth Conference, pages 333–340. AUAI, Arlington, VA, 2004.
-
(2004)
Uncertainty in Artificial Intelligence, Proceedings of the Twentieth Conference
, pp. 333-340
-
-
Kuroki, M.1
Cai, Z.2
-
270
-
-
0141865865
-
Estimation of causal effects in causal diagrams and its application to process analysis (In japanese)
-
M. Kuroki and M. Miyakawa. Estimation of causal effects in causal diagrams and its application to process analysis (in Japanese). Journal of the Japanese Society for Quality Control, 29:237–247, 1999.
-
(1999)
Journal of the Japanese Society for Quality Control
, vol.29
, pp. 237-247
-
-
Kuroki, M.1
Miyakawa, M.2
-
271
-
-
0010665340
-
Identifiability criteria for causal effects of joint interventions
-
M. Kuroki and M. Miyakawa. Identifiability criteria for causal effects of joint interventions. Journal of the Japan Statistical Society, 29:105–117, 1999.
-
(1999)
Journal of the Japan Statistical Society
, vol.29
, pp. 105-117
-
-
Kuroki, M.1
Miyakawa, M.2
-
272
-
-
0141688082
-
Covariate selection for estimating the causal effect of control plans using causal diagrams
-
Series B
-
M. Kuroki and M. Miyakawa. Covariate selection for estimating the causal effect of control plans using causal diagrams. Journal of the Royal Statistical Society, Series B, 65:209–222, 2003.
-
(2003)
Journal of the Royal Statistical Society
, vol.65
, pp. 209-222
-
-
Kuroki, M.1
Miyakawa, M.2
-
273
-
-
80053205990
-
Joint causal effect in linear structural equation model and its application to process analysis
-
M. Kuroki, M. Miyakawa, and Z. Cai. Joint causal effect in linear structural equation model and its application to process analysis. Artificial Intelligence and Statistics, 9:70–77, 2003.
-
(2003)
Artificial Intelligence and Statistics
, vol.9
, pp. 70-77
-
-
Kuroki, M.1
Miyakawa, M.2
Cai, Z.3
-
275
-
-
84922850409
-
Book review: Judea pearl, causality, cambridge university press, 2000
-
H.E. Kyburg. Book review: Judea Pearl, Causality, Cambridge University Press, 2000. Artificial Intelligence, 169:174–179, 2005.
-
(2005)
Artificial Intelligence
, vol.169
, pp. 174-179
-
-
Kyburg, H.E.1
-
276
-
-
0004094747
-
-
Courcier, New York, English translation by F.W. Truscott and EL. Emory, Wiley, NY, 1902
-
P.S. Laplace. Essai Philosophique sure les Probabilités. Courcier, New York, 1814. English translation by F.W. Truscott and EL. Emory, Wiley, NY, 1902.
-
(1814)
Essai Philosophique Sure Les Probabilités
-
-
Laplace, P.S.1
-
277
-
-
0036420729
-
Chain graph models and their causal interpretations
-
Part
-
S.L. Lauritzen and T.S. Richardson. Chain graph models and their causal interpretations. Royal Statistical Society, 64(Part 2): 1–28, 2002.
-
(2002)
Royal Statistical Society
, vol.64
, Issue.2
, pp. 1-28
-
-
Lauritzen, S.L.1
Richardson, T.S.2
-
278
-
-
0001006209
-
Local computations with probabilities on graphical structures and their application to expert systems (With discussion)
-
Series B
-
S.L. Lauritzen and D.J. Spiegelhalter. Local computations with probabilities on graphical structures and their application to expert systems (with discussion). Journal of the Royal Statistical Society, Series B, 50(2): 157–224, 1988.
-
(1988)
Journal of the Royal Statistical Society
, vol.50
, Issue.2
, pp. 157-224
-
-
Lauritzen, S.L.1
Spiegelhalter, D.J.2
-
279
-
-
84987049628
-
Independence properties of directed markov fields
-
S.L. Lauritzen, A.P. Dawid, B.N. Larsen, and H.G. Leimer. Independence properties of directed Markov fields. Networks, 20:491–505, 1990.
-
(1990)
Networks
, vol.20
, pp. 491-505
-
-
Lauritzen, S.L.1
Dawid, A.P.2
Larsen, B.N.3
Leimer, H.G.4
-
280
-
-
0039608736
-
-
University of Aalborg Press, Aalborg, Denmark, 2nd edition
-
S.L. Lauritzen. Lectures on Contingency Tables. University of Aalborg Press, Aalborg, Denmark, 2nd edition, 1982.
-
(1982)
Lectures on Contingency Tables
-
-
Lauritzen, S.L.1
-
282
-
-
0001926461
-
Causal inference from graphical models
-
D.R. Cox and C. Kluppelberg, editors, Chapman and Hall/CRC Press, Boca Raton, FL
-
S.L. Lauritzen. Causal inference from graphical models. In D.R. Cox and C. Kluppelberg, editors, Complex Stochastic Systems, pages 63–107. Chapman and Hall/CRC Press, Boca Raton, FL, 2001.
-
(2001)
Complex Stochastic Systems
, pp. 63-107
-
-
Lauritzen, S.L.1
-
284
-
-
84922956173
-
Review: Judea pearl, causality: Models, reasoning, and inference
-
MR1744773((2001d:68213)
-
J. Lawry. Review: Judea Pearl, Causality: Models, Reasoning, and Inference. Math Sci Net, Mathematical Reviews on the Web, MR1744773((2001d:68213)): http://www.ams.org/mathscinet–getitem?mr=1744773, 2001.
-
(2001)
Math Sci Net, Mathematical Reviews on the Web
-
-
Lawry, J.1
-
286
-
-
0000588232
-
A simple rule for generating equivalent models in covariance structure modeling
-
S. Lee and S.A. Hershberger. A simple rule for generating equivalent models in covariance structure modeling. Multivariate Behavioral Research, 25(3):313–334, 1990.
-
(1990)
Multivariate Behavioral Research
, vol.25
, Issue.3
, pp. 313-334
-
-
Lee, S.1
Hershberger, S.A.2
-
287
-
-
84922941820
-
Causal modeling
-
D. Heckerman and A. Mamdani, editors, Morgan Kaufmann, San Mateo, CA
-
J.F. Lemmer. Causal modeling. In D. Heckerman and A. Mamdani, editors, Proceedings of the Ninth Conference on Uncertainty in Artificial Intelligence, pages 143–151. Morgan Kaufmann, San Mateo, CA, 1993.
-
(1993)
Proceedings of the Ninth Conference on Uncertainty in Artificial Intelligence
, pp. 143-151
-
-
Lemmer, J.F.1
-
288
-
-
0003384001
-
Causal orderings
-
K.D. Hoover, editor, Kluwer Academic, Boston
-
S.F. Leroy. Causal orderings. In K.D. Hoover, editor, Macroeconometrics: Developments, Tensions, Prospects, pages 211–227. Kluwer Academic, Boston, 1995.
-
(1995)
Macroeconometrics: Developments, Tensions, Prospects
, pp. 211-227
-
-
Leroy, S.F.1
-
289
-
-
0346431514
-
A review of judea pearl’s causality
-
S.F. Leroy. A review of Judea Pearl’s Causality. Journal of Economic Methodology, 9(1): 100–103, 2002.
-
(2002)
Journal of Economic Methodology
, vol.9
, Issue.1
, pp. 100-103
-
-
Leroy, S.F.1
-
290
-
-
0002912714
-
Iteration of conditionals and the ramsey test
-
I. Levi. Iteration of conditionals and the Ramsey test. Synthese, 76:49–81, 1988.
-
(1988)
Synthese
, vol.76
, pp. 49-81
-
-
Levi, I.1
-
292
-
-
0004271399
-
-
Harvard University Press, Cambridge, MA
-
D. Lewis. Counterfactuals. Harvard University Press, Cambridge, MA, 1973.
-
(1973)
Counterfactuals
-
-
Lewis, D.1
-
293
-
-
0013037966
-
Counterfactuals and comparative possibility, 1973
-
W.L. Harper, R. Stalnaker, and G. Pearce (Eds.), D. Reidel, Dordrecht
-
D. Lewis. Counterfactuals and comparative possibility, 1973. In W.L. Harper, R. Stalnaker, and G. Pearce (Eds.), Ifs, pages 57–85, D. Reidel, Dordrecht, 1981.
-
(1981)
Ifs
, pp. 57-85
-
-
Lewis, D.1
-
294
-
-
70949096908
-
Probabilities of conditionals and conditional probabilities
-
D. Lewis. Probabilities of conditionals and conditional probabilities. Philosophical Review, 85:297–315, 1976.
-
(1976)
Philosophical Review
, vol.85
, pp. 297-315
-
-
Lewis, D.1
-
295
-
-
0000738885
-
Counterfactual dependence and time’s arrow
-
D. Lewis. Counterfactual dependence and time’s arrow. Nous, 13:418–446, 1979.
-
(1979)
Nous
, vol.13
, pp. 418-446
-
-
Lewis, D.1
-
298
-
-
0002368997
-
The role of exchangeability in inference
-
D.V. Lindley and M.R. Novick. The role of exchangeability in inference. The Annals of Statistics, 9(l):45–58, 1981.
-
(1981)
The Annals of Statistics
, vol.9
, Issue.1
, pp. 45-58
-
-
Lindley, D.V.1
Novick, M.R.2
-
299
-
-
0036677649
-
Seeing and doing: The concept of causation
-
D.V. Lindley. Seeing and doing: The concept of causation. International Statistical Review, 70:191–214, 2002.
-
(2002)
International Statistical Review
, vol.70
, pp. 191-214
-
-
Lindley, D.V.1
-
300
-
-
58149405892
-
Econometric policy evaluation: A critique
-
K. Brunner and A.H. Meltzer, editors, North-Holland, Amsterdam
-
R.E. Lucas. Econometric policy evaluation: A critique. In K. Brunner and A.H. Meltzer, editors, The Phillips Curve and Labor Markets, Vol. 1 of the Carnegie-Rochester Conferences on Public Policy, supplementary series to the Journal of Monetary Economics, pages 19–46. North-Holland, Amsterdam, 1976.
-
(1976)
The Phillips Curve and Labor Markets, Vol. 1 of the Carnegie-Rochester Conferences on Public Policy, Supplementary Series to the Journal of Monetary Economics
, pp. 19-46
-
-
Lucas, R.E.1
-
301
-
-
28444464482
-
Propensity scores: An introduction and experimental test
-
J.K. Luellen, W.R. Shadish, and M.H. Clark. Propensity scores: An introduction and experimental test. Evaluation Review, 29(6):530–558, 2005.
-
(2005)
Evaluation Review
, vol.29
, Issue.6
, pp. 530-558
-
-
Luellen, J.K.1
Shadish, W.R.2
Clark, M.H.3
-
302
-
-
0027636564
-
The problem of equivalent models in applications of covariance structure analysis
-
R.C. MacCallum, D.T. Wegener, B.N. Uchino, and L.R. Fabrigar. The problem of equivalent models in applications of covariance structure analysis. Psychological Bulletin, 114(1): 185–199, 1993.
-
(1993)
Psychological Bulletin
, vol.114
, Issue.1
, pp. 185-199
-
-
MacCallum, R.C.1
Wegener, D.T.2
Uchino, B.N.3
Fabrigar, L.R.4
-
303
-
-
0000990212
-
Causes and conditions
-
Reprinted in E. Sosa and M. Tooley (Eds.), Causation, Oxford University Press, New York, 1993
-
J.L. Mackie. Causes and conditions. American Philosophical Quarterly, 2/4:261–264, 1965. Reprinted in E. Sosa and M. Tooley (Eds.), Causation, Oxford University Press, New York, 1993.
-
(1965)
American Philosophical Quarterly
, vol.2
, Issue.4
, pp. 261-264
-
-
Mackie, J.L.1
-
306
-
-
0000770002
-
Nonparametric bounds on treatment effects. American economic review
-
C.F. Manski. Nonparametric bounds on treatment effects. American Economic Review, Papers and Proceedings, 80:319–323, 1990.
-
(1990)
Papers and Proceedings
, vol.80
, pp. 319-323
-
-
Manski, C.F.1
-
308
-
-
0013172155
-
Statistical inference in economics
-
T. Koopmans, editor, pages, Wiley, New York, Cowles Commission for Research in Economics, Monograph 10
-
J. Marschak. Statistical inference in economics. In T. Koopmans, editor, Statistical Inference in Dynamic Economic Models, pages 1–50. Wiley, New York, 1950. Cowles Commission for Research in Economics, Monograph 10.
-
(1950)
Statistical Inference in Dynamic Economic Models
, pp. 1-50
-
-
Marschak, J.1
-
310
-
-
0031284956
-
Haldane’s lungs: A case study in path analysis
-
R.P. McDonald. Haldane’s lungs: A case study in path analysis. Multivariate Behavioral Research, 32(1): 1–38, 1997.
-
(1997)
Multivariate Behavioral Research
, vol.32
, Issue.1
, pp. 1-38
-
-
McDonald, R.P.1
-
311
-
-
84922903320
-
Book reviews: Causality: Models, reasoning, and inference
-
R.P. McDonald. Book reviews: Causality: Models, Reasoning, and Inference. Chance, 14(1):36–37, 2001.
-
(2001)
Chance
, vol.14
, Issue.1
, pp. 36-37
-
-
McDonald, R.P.1
-
312
-
-
0036344339
-
What can we learn from the path equations?: Identifiability, constraints, equivalence
-
R.P. McDonald. What can we learn from the path equations?: Identifiability, constraints, equivalence. Psychometrika, 67(2):225–249, 2002.
-
(2002)
Psychometrika
, vol.67
, Issue.2
, pp. 225-249
-
-
McDonald, R.P.1
-
313
-
-
84922899696
-
Review: Judea pearl, causality: Models, reasoning, and inference
-
R.P. McDonald. Review: Judea Pearl, Causality: Models, Reasoning, and Inference. Psychometrika, 67(2):321–322, 2002.
-
(2002)
Psychometrika
, vol.67
, Issue.2
, pp. 321-322
-
-
McDonald, R.P.1
-
314
-
-
84922956172
-
Causality in crisis? University of notre dame press, notre dame
-
V.R. McKim and S.P. Turner. Causality in Crisis? University of Notre Dame Press, Notre Dame, IN, 1997.
-
(1997)
IN
-
-
McKim, V.R.1
Turner, S.P.2
-
316
-
-
0002753068
-
Causal inference and causal explanation with background knowledge
-
P. Besnard and S. Hanks, editors, Morgan Kaufmann, San Francisco
-
C. Meek. Causal inference and causal explanation with background knowledge. In P. Besnard and S. Hanks, editors, Uncertainty in Artificial Intelligence 11, pages 403–410. Morgan Kaufmann, San Francisco, 1995.
-
(1995)
Uncertainty in Artificial Intelligence 11
, pp. 403-410
-
-
Meek, C.1
-
317
-
-
84914601091
-
Mathematical theory of general systems and some economic problems
-
H.W. Kuhn and G.P. Szego, editors, Springer Verlag, Berlin
-
M.D. Mesarovic. Mathematical theory of general systems and some economic problems. In H.W. Kuhn and G.P. Szego, editors, Mathematical Systems and Economics I, pages 93–116. Springer Verlag, Berlin, 1969.
-
(1969)
Mathematical Systems and Economics I
, pp. 93-116
-
-
Mesarovic, M.D.1
-
318
-
-
0008810802
-
Adapting good’s q theory to the causation of individual events
-
D. Michie. Adapting Good’s q theory to the causation of individual events. Machine Intelligence, 15:60–86, 1999.
-
(1999)
Machine Intelligence
, vol.15
, pp. 60-86
-
-
Michie, D.1
-
320
-
-
0003591120
-
-
John W. Parker, London
-
J.S. Mill. System of Logic, volume 1. John W. Parker, London, 1843.
-
(1843)
System of Logic
, vol.1
-
-
Mill, J.S.1
-
322
-
-
0003679973
-
-
Cambridge University Press, New York, NY
-
R.C. Mittelhammer, G.G. Judge, and D.J. Miller. Econometric Foundations. Cambridge University Press, New York, NY, 2000.
-
(2000)
Econometric Foundations
-
-
Mittelhammer, R.C.1
Judge, G.G.2
Miller, D.J.3
-
327
-
-
85044997363
-
Book reviews: Causality: Models, reasoning, and inference
-
S.L. Morgan. Book reviews: Causality: Models, Reasoning, and Inference. Sociological Methods and Research, 32(3):411–416, 2004.
-
(2004)
Sociological Methods and Research
, vol.32
, Issue.3
, pp. 411-416
-
-
Morgan, S.L.1
-
329
-
-
0010751046
-
Response to freedman’s critique of path analysis: Improve credibility by better methodological training
-
B. Muthen. Response to Freedman’s critique of path analysis: Improve credibility by better methodological training. Journal of Educational Statistics, 12(2): 178–184, 1987.
-
(1987)
Journal of Educational Statistics
, vol.12
, Issue.2
, pp. 178-184
-
-
Muthen, B.1
-
330
-
-
0028526627
-
Causal approximations
-
P. Nayak. Causal approximations. Artificial Intelligence, 70:277–334, 1994.
-
(1994)
Artificial Intelligence
, vol.70
, pp. 277-334
-
-
Nayak, P.1
-
331
-
-
15744367850
-
Causality: Models, reasoning, and inference, reviewed by l.g. neuberg
-
L.G. Neuberg. Causality: Models, Reasoning, and Inference, reviewed by L.G. Neuberg. Econometric Theory, 19:675–685, 2003.
-
(2003)
Econometric Theory
, vol.19
, pp. 675-685
-
-
Neuberg, L.G.1
-
332
-
-
0001058696
-
Sur les applications de la thar des probabilities aux experiences agaricales: Essay des principle, 1923
-
English translation of excerpts (1990) by D. Dabrowska and T. Speed, in
-
J. Neyman. Sur les applications de la thar des probabilities aux experiences Agaricales: Essay des principle, 1923. English translation of excerpts (1990) by D. Dabrowska and T. Speed, in Statistical Science, 5:463–472.
-
Statistical Science
, vol.5
, pp. 463-472
-
-
Neyman, J.1
-
333
-
-
0040183259
-
Correlation, causation, and wright’s theory of “path coefficients
-
H.E. Niles. Correlation, causation, and Wright’s theory of “path coefficients.” Genetics, 7:258–273, 1922.
-
(1922)
Genetics
, vol.7
, pp. 258-273
-
-
Niles, H.E.1
-
334
-
-
79958073105
-
The centrality of lord’s paradox and exchangeability for all statistical inference
-
H. Wainer and S. Messick, editors, Earlbaum, Hillsdale, NJ
-
M.R. Novick. The centrality of Lord’s paradox and exchangeability for all statistical inference. In H. Wainer and S. Messick, editors, Principals of Modern Psychological Measurement. Earlbaum, Hillsdale, NJ, 1983.
-
(1983)
Principals of Modern Psychological Measurement
-
-
Novick, M.R.1
-
335
-
-
0038596559
-
Newcomb’s problem and two principles of choice
-
N. Rescher, editor, D. Reidel, Dordrecht
-
R. Nozick. Newcomb’s problem and two principles of choice. In N. Rescher, editor, Essays in Honor of Carl G. Hempel, pages 114–146. D. Reidel, Dordrecht, 1969.
-
(1969)
Essays in Honor of Carl G. Hempel
, pp. 114-146
-
-
Nozick, R.1
-
336
-
-
0001188767
-
Toward a partial redirection of econometrics
-
G.H. Orcutt. Toward a partial redirection of econometrics. Review of Economics and Statistics, 34:195–213, 1952.
-
(1952)
Review of Economics and Statistics
, vol.34
, pp. 195-213
-
-
Orcutt, G.H.1
-
337
-
-
84922902002
-
Book reviews: Causality: Models, reasoning, and inference
-
J. O’Rourke. Book reviews: Causality: Models, Reasoning, and Inference. Intelligence, 12(3):47–54, 2001.
-
(2001)
Intelligence
, vol.12
, Issue.3
, pp. 47-54
-
-
O’Rourke, J.1
-
338
-
-
0033620275
-
Explanatory update theory: Applications of counterfactual reasoning to causation
-
C.L. Ortiz,. Explanatory update theory: Applications of counterfactual reasoning to causation. Artificial Intelligence, 108(1–2): 125–178, 1999.
-
(1999)
Artificial Intelligence
, vol.108
, Issue.12
, pp. 125-178
-
-
Ortiz, C.L.1
-
339
-
-
28244445748
-
A critque of suppes’ theory of probabilistic causality
-
R. Otte. A critque of Suppes’ theory of probabilistic causality. Synthese, 48:167–189, 1981.
-
(1981)
Synthese
, vol.48
, pp. 167-189
-
-
Otte, R.1
-
340
-
-
0024963284
-
Aids drug trials enter new age
-
J. Palca. Aids drug trials enter new age. Science Magazine, pages 19–21, October 1989.
-
(1989)
Science Magazine
, pp. 19-21
-
-
Palca, J.1
-
341
-
-
3843104483
-
Keeping track of the time: Emending the counterfactual analysis of causation
-
L.A. Paul. Keeping track of the time: Emending the counterfactual analysis of causation. Analysis, 3:191–198, 1998.
-
(1998)
Analysis
, vol.3
, pp. 191-198
-
-
Paul, L.A.1
-
342
-
-
84922922208
-
Book review: Causality: Models, reasoning, and inference
-
S. Payson. Book review: Causality: Models, Reasoning, and Inference. Technological Forecasting & Social Change, 68:105–108, 2001.
-
(2001)
Technological Forecasting & Social Change
, vol.68
, pp. 105-108
-
-
Payson, S.1
-
343
-
-
0042113653
-
-
Technical Report R-234, Department of Computer Science, University of California, Los Angeles, CA
-
A. Paz and J. Pearl. Axiomatic characterization of directed graphs. Technical Report R-234, Department of Computer Science, University of California, Los Angeles, CA, 1994.
-
(1994)
Axiomatic Characterization of Directed Graphs
-
-
Paz, A.1
Pearl, J.2
-
344
-
-
0030558399
-
A new characterization of graphs based on interception relations
-
A. Paz, J. Pearl, and S. Ur. A new characterization of graphs based on interception relations. Journal of Graph Theory, 22(2): 125–136, 1996.
-
(1996)
Journal of Graph Theory
, vol.22
, Issue.2
, pp. 125-136
-
-
Paz, A.1
Pearl, J.2
Ur, S.3
-
345
-
-
59449106172
-
Testing regression models with fewer regressors
-
D. Heckerman and J. Whittaker, editors, Morgan Kaufmann, San Francisco, CA
-
J. Pearl and P. Meshkat. Testing regression models with fewer regressors. In D. Heckerman and J. Whittaker, editors, Artificial Intelligence and Statistics 99, pages 255–259. Morgan Kaufmann, San Francisco, CA, 1999.
-
(1999)
Artificial Intelligence and Statistics 99
, pp. 255-259
-
-
Pearl, J.1
Meshkat, P.2
-
346
-
-
0002885754
-
A graph–based logic for reasoning about relevance mrelations
-
B. Duboulay, D. Hogg, and L. Steels, editors, North-Holland Publishing Co., Amsterdam
-
J. Pearl and A. Paz. Graphoids: A graph–based logic for reasoning about relevance mrelations. In B. Duboulay, D. Hogg, and L. Steels, editors, Advances in Artificial Intelligence-II, pages 357–363. North-Holland Publishing Co., Amsterdam, 1987.
-
(1987)
Advances in Artificial Intelligence-Ii
, pp. 357-363
-
-
Pearl, J.1
Graphoids, A.P.2
-
347
-
-
84922847998
-
-
Technical Report TR-343, University of California Los Angeles, Cognitive Systems Lab, Los Angeles
-
J. Pearl and A. Paz. Confounding equivalence in observational studies. Technical Report TR-343, University of California Los Angeles, Cognitive Systems Lab, Los Angeles, September 2008.
-
(2008)
Confounding Equivalence in Observational Studies
-
-
Pearl, J.1
Paz, A.2
-
348
-
-
0000657751
-
Probabilistic evaluation of sequential plans from causal models with hidden variables
-
P. Besnard and S. Hanks, editors, Morgan Kaufmann, San Francisco
-
J. Pearl and J.M. Robins. Probabilistic evaluation of sequential plans from causal models with hidden variables. In P. Besnard and S. Hanks, editors, Uncertainty in Artificial Intelligence 11, pages 444–453. Morgan Kaufmann, San Francisco, 1995.
-
(1995)
Uncertainty in Artificial Intelligence
, vol.11
, pp. 444-453
-
-
Pearl, J.1
Robins, J.M.2
-
350
-
-
0002838962
-
A theory of inferred causation
-
J.A. Allen, R. Fikes, and E. Sandewall, editors, Morgan Kaufmann, San Mateo, CA
-
J. Pearl and T. Verma. A theory of inferred causation. In J.A. Allen, R. Fikes, and E. Sandewall, editors, Principles of Knowledge Representation and Reasoning: Proceedings of the Second International Conference, pages 441–452. Morgan Kaufmann, San Mateo, CA, 1991.
-
(1991)
Principles of Knowledge Representation and Reasoning: Proceedings of the Second International Conference
, pp. 441-452
-
-
Pearl, J.1
Verma, T.2
-
351
-
-
0018058024
-
On the connection between the complexity and credibility of inferred models
-
J. Pearl. On the connection between the complexity and credibility of inferred models. International Journal of General Systems, 4:255–264, 1978.
-
(1978)
International Journal of General Systems
, vol.4
, pp. 255-264
-
-
Pearl, J.1
-
352
-
-
0020276268
-
Reverend bayes on inference engines: A distributed hierarchical approach
-
Pittsburgh, PA
-
J. Pearl. Reverend Bayes on inference engines: A distributed hierarchical approach. In Proceedings AAAI National Conference on AI, pages 133–136, Pittsburgh, PA, 1982.
-
(1982)
Proceedings AAAI National Conference on AI
, pp. 133-136
-
-
Pearl, J.1
-
353
-
-
51249104199
-
Bayesian networks: A model of self-activated memory for evidential reasoning
-
Irvine, CA
-
J. Pearl. Bayesian networks: A model of self-activated memory for evidential reasoning. In Proceedings, Cognitive Science Society, pages 329–334, Irvine, CA, 1985.
-
(1985)
Proceedings, Cognitive Science Society
, pp. 329-334
-
-
Pearl, J.1
-
354
-
-
0024032096
-
Embracing causality in formal reasoning
-
J. Pearl. Embracing causality in formal reasoning. Artificial Intelligence, 35(2):259–271, 1988.
-
(1988)
Artificial Intelligence
, vol.35
, Issue.2
, pp. 259-271
-
-
Pearl, J.1
-
357
-
-
0002634765
-
A natural ordering of defaults with tractable applications to default reasoning
-
R. Parikh, editor, pages, San Mateo, CA, Morgan Kaufmann Publishers
-
J. Pearl. System Z: A natural ordering of defaults with tractable applications to default reasoning. In R. Parikh, editor, Proceedings of the Conference on Theoretical Aspects of Reasoning About Knowledge, pages 121–135, San Mateo, CA, 1990. Morgan Kaufmann Publishers.
-
(1990)
Proceedings of the Conference on Theoretical Aspects of Reasoning about Knowledge
, pp. 121-135
-
-
Pearl, J.1
System, Z.2
-
358
-
-
0003365397
-
Belief networks revisited
-
J. Pearl. Belief networks revisited. Artificial Intelligence, 59:49–56, 1993.
-
(1993)
Artificial Intelligence
, vol.59
, pp. 49-56
-
-
Pearl, J.1
-
359
-
-
84972538789
-
Comment: Graphical models, causality, and intervention
-
J. Pearl. Comment: Graphical models, causality, and intervention. Statistical Science, 8(3):266–269, 1993.
-
(1993)
Statistical Science
, vol.8
, Issue.3
, pp. 266-269
-
-
Pearl, J.1
-
360
-
-
0002650078
-
From conditional oughts to qualitative decision theory
-
D. Heckerman and A. Mamdani, editors, pages, San Mateo, CA, July, Morgan Kaufmann Publishers
-
J. Pearl. From conditional oughts to qualitative decision theory. In D. Heckerman and A. Mamdani, editors, Proceedings of the Ninth Conference on Uncertainty in Artificial Intelligence, pages 12–20, San Mateo, CA, July 1993. Morgan Kaufmann Publishers.
-
(1993)
Proceedings of the Ninth Conference on Uncertainty in Artificial Intelligence
, pp. 12-20
-
-
Pearl, J.1
-
361
-
-
84874074317
-
From bayesian networks to causal networks
-
A. Gammerman, editor, Alfred Walter Ltd., London
-
J. Pearl. From Bayesian networks to causal networks. In A. Gammerman, editor, Bayesian Networks and Probabilistic Reasoning, pages 1–31. Alfred Walter Ltd., London, 1994.
-
(1994)
Bayesian Networks and Probabilistic Reasoning
, pp. 1-31
-
-
Pearl, J.1
-
362
-
-
0041450954
-
A probabilistic calculus of actions
-
R. Lopez de Mantaras and D. Poole, editors, Morgan Kaufmann, San Mateo, CA
-
J. Pearl. A probabilistic calculus of actions. In R. Lopez de Mantaras and D. Poole, editors, Uncertainty in Artificial Intelligence 10, pages 454–462. Morgan Kaufmann, San Mateo, CA, 1994.
-
(1994)
Uncertainty in Artificial Intelligence
, vol.10
, pp. 454-462
-
-
Pearl, J.1
-
363
-
-
77956888769
-
Causal diagrams for empirical research
-
J. Pearl. Causal diagrams for empirical research. Biometrika, 82(4):669–710, December 1995.
-
(1995)
Biometrika
, vol.82
, Issue.4
, pp. 669-710
-
-
Pearl, J.1
-
364
-
-
0029412006
-
Causal inference from indirect experiments
-
J. Pearl. Causal inference from indirect experiments. Artificial Intelligence in Medicine, 7(6):561–582, 1995.
-
(1995)
Artificial Intelligence in Medicine
, vol.7
, Issue.6
, pp. 561-582
-
-
Pearl, J.1
-
365
-
-
0010757113
-
On the testability of causal models with latent and instrumental variables
-
P. Besnard and S. Hanks, editors, Morgan Kaufmann, San Francisco
-
J. Pearl. On the testability of causal models with latent and instrumental variables. In P. Besnard and S. Hanks, editors, Uncertainty in Artificial Intelligence 11, pages 435–443. Morgan Kaufmann, San Francisco, 1995.
-
(1995)
Uncertainty in Artificial Intelligence
, vol.11
, pp. 435-443
-
-
Pearl, J.1
-
366
-
-
77956684972
-
Structural and probabilistic causality
-
D.R. Shanks, K.J. Holyoak, and D.L. Medin, editors, volume, Academic Press, San Diego, CA
-
J. Pearl. Structural and probabilistic causality. In D.R. Shanks, K.J. Holyoak, and D.L. Medin, editors, The Psychology of Learning and Motivation, volume 34, pages 393–435. Academic Press, San Diego, CA, 1996.
-
(1996)
The Psychology of Learning and Motivation
, vol.34
, pp. 393-435
-
-
Pearl, J.1
-
367
-
-
0032331836
-
Causality, and structural equation models
-
J. Pearl. Graphs, causality, and structural equation models. Sociological Methods and Research, 27(2):226–284, 1998.
-
(1998)
Sociological Methods and Research
, vol.27
, Issue.2
, pp. 226-284
-
-
Graphs, J.P.1
-
368
-
-
29144525788
-
-
Technical Report R-259, Department of Computer Science, University of California, Los Angeles, CA
-
J. Pearl. On the definition of actual cause. Technical Report R-259, Department of Computer Science, University of California, Los Angeles, CA, 1998.
-
(1998)
On the Definition of Actual Cause
-
-
Pearl, J.1
-
369
-
-
0007451662
-
Probabilities of causation: Three counterfactual interpretations and their identification
-
J. Pearl. Probabilities of causation: Three counterfactual interpretations and their identification. Synthese, 121(l–2):93–149, November 1999.
-
(1999)
Synthese
, vol.121
, Issue.1-2
, pp. 93-149
-
-
Pearl, J.1
-
370
-
-
85012457219
-
Comment on a.P. dawid’s causal inference without counterfactuals
-
J. Pearl. Comment on A.P. Dawid’s Causal inference without counterfactuals. Journal of the American Statistical Association, 95(450):428–431, June 2000.
-
(2000)
Journal of the American Statistical Association
, vol.95
, Issue.450
, pp. 428-431
-
-
Pearl, J.1
-
371
-
-
1442295830
-
Bayesianism and causality, or, why i am only a half-bayesian
-
D. Corfield and J. Williamson, editors, Volume, pages, Kluwer Academic Publishers, the Netherlands
-
J. Pearl. Bayesianism and causality, or, why I am only a half-Bayesian. In D. Corfield and J. Williamson, editors, Foundations of Bayesianism, Applied Logic Series, Volume 24, pages 19–36. Kluwer Academic Publishers, the Netherlands, 2001.
-
(2001)
Foundations of Bayesianism, Applied Logic Series
, vol.24
, pp. 19-36
-
-
Pearl, J.1
-
374
-
-
15744394951
-
Comments on neuberg’s review of causality
-
J. Pearl. Comments on Neuberg’s review of Causality. Econometric Theory, 19:686-689, 2003.
-
(2003)
Econometric Theory
, vol.19
, pp. 686-689
-
-
Pearl, J.1
-
376
-
-
1342347558
-
Statistics and causal inference: A review
-
J. Pearl. Statistics and causal inference: A review. Test Journal, 12(2):281-345, December 2003.
-
(2003)
Test Journal
, vol.12
, Issue.2
, pp. 281-345
-
-
Statistics, J.P.1
Inference, C.2
-
377
-
-
77649328761
-
Robustness of causal claims
-
M. Chickering and J. Halpern, editors, AUAI Press, Arlington, VA
-
J. Pearl. Robustness of causal claims. In M. Chickering and J. Halpern, editors, Proceedings of the Twentieth Conference Uncertainty in Artificial Intelligence, pages 446–453. AUAI Press, Arlington, VA, 2004.
-
(2004)
Proceedings of the Twentieth Conference Uncertainty in Artificial Intelligence
, pp. 446-453
-
-
Pearl, J.1
-
378
-
-
0242274455
-
Direct and indirect effects
-
MIRA Digital Publishing, Minneapolis, MN
-
J. Pearl. Direct and indirect effects. In Proceedings of the American Statistical Association, Joint Statistical Meetings, pages 1572-1581. MIRA Digital Publishing, Minneapolis, MN, 2005.
-
(2005)
Proceedings of the American Statistical Association, Joint Statistical Meetings
, pp. 1572-1581
-
-
Pearl, J.1
-
379
-
-
34548038217
-
Influence diagrams - historical and personal perspectives
-
J. Pearl. Influence diagrams - historical and personal perspectives. Decision Analysis, 2(4):232-234, 2005.
-
(2005)
Decision Analysis
, vol.2
, Issue.4
, pp. 232-234
-
-
Pearl, J.1
-
380
-
-
84922956170
-
-
Technical Report TR-338, Department of Computer Science, University of California, Los Angeles, CA, 2008. Presented at the American Psychopathological Association (APPA) Annual Meeting, NYC, March 6-8
-
J. Pearl. The mathematics of causal relations. Technical Report TR-338, http://ftp.cs.ucla.edu/pub/stat_ser/r338.pdf, Department of Computer Science, University of California, Los Angeles, CA, 2008. Presented at the American Psychopathological Association (APPA) Annual Meeting, NYC, March 6-8, 2008.
-
(2008)
The Mathematics of Causal Relations
-
-
Pearl, J.1
-
382
-
-
67549105887
-
Remarks on the method of propensity scores
-
J. Pearl. Remarks on the method of propensity scores. Statistics in Medicine, 28:1415-1416, 2009. http://ftp.cs.ucla.edu/pub/stat_ser/r345-sim.pdf.
-
(2009)
Statistics in Medicine
, vol.28
, pp. 1415-1416
-
-
Pearl, J.1
-
383
-
-
80053137535
-
On a class of bias-amplifying variables that endanger effect estimates
-
P. Grünwald and P. Spirtes, editors, AUAI, Corvallis, OR
-
J. Pearl. On a class of bias-amplifying variables that endanger effect estimates. In P. Grünwald and P. Spirtes, editors, Proceedings of the Twenty-Sixth Conference on Uncertainty in Artificial Intelligence, pages 417–424. AUAI, Corvallis, OR, 2010.
-
(2010)
Proceedings of the Twenty-Sixth Conference on Uncertainty in Artificial Intelligence
, pp. 417-424
-
-
Pearl, J.1
-
384
-
-
79952367115
-
-
Technical Report R-363, Department of Computer Science, University of California, Los Angeles, CA
-
J. Pearl. The mediation formula: A guide to the assessment of causal pathways in nonlinear models. Technical Report R-363, http://ftp.cs.ucla.edu/pub/stat_ser/r363.pdf, Department of Computer Science, University of California, Los Angeles, CA, 2010.
-
(2010)
The Mediation Formula: A Guide to the Assessment of Causal Pathways in Nonlinear Models
-
-
Pearl, J.1
-
385
-
-
84881497912
-
-
Technical Report R-359, Department of Computer Science, University of California, Los Angeles, CA, Review of Symbolic Logic, forthcoming
-
J. Pearl. Physical and metaphysical counterfactuals. Technical Report R-359, http://ftp.cs.ucla.edu/pub/stat-ser/r359.pdf, Department of Computer Science, University of California, Los Angeles, CA, 2010. Review of Symbolic Logic, forthcoming.
-
(2010)
Physical and Metaphysical Counterfactuals
-
-
Pearl, J.1
-
387
-
-
49649128857
-
Propensity scores matching: A note of caution for evaluators of social programs
-
D.N. Peikes, L. Moreno, and S.M. Orzol. Propensity scores matching: A note of caution for evaluators of social programs. The American Statistician, 62(3):222-231, 2008.
-
(2008)
The American Statistician
, vol.62
, Issue.3
, pp. 222-231
-
-
Peikes, D.N.1
Moreno, L.2
Orzol, S.M.3
-
389
-
-
33646779523
-
Estimation of direct causal effects
-
M.L. Petersen, S.E. Sinisi, and M.J. van der Laan. Estimation of direct causal effects. Epidemiology, 17(3):276-284, 2006.
-
(2006)
Epidemiology
, vol.17
, Issue.3
, pp. 276-284
-
-
Petersen, M.L.1
Sinisi, S.E.2
Van Der Laan, M.J.3
-
392
-
-
0002152348
-
On the interpretation and observation of laws
-
J.W. Pratt and R. Schlaifer. On the interpretation and observation of laws. Journal of Econometrics, 39:23-52, 1988.
-
(1988)
Journal of Econometrics
, vol.39
, pp. 23-52
-
-
Pratt, J.W.1
Schlaifer, R.2
-
395
-
-
0021350001
-
The lipid research clinics coronary primary prevention trial results, parts i and ii
-
January
-
Lipid Research Clinic Program. The Lipid Research Clinics Coronary Primary Prevention Trial results, parts I and II. Journal of the American Medical Association, 251(3):351-374, January 1984.
-
(1984)
Journal of the American Medical Association
, vol.251
, Issue.3
, pp. 351-374
-
-
-
398
-
-
0023329093
-
A theory of diagnosis from first principles
-
R. Reiter. A theory of diagnosis from first principles. Artificial Intelligence, 32(l):57–95, 1987.
-
(1987)
Artificial Intelligence
, vol.32
, Issue.1
, pp. 57-95
-
-
Reiter, R.1
-
399
-
-
84925927337
-
Models with several regimes and changes in exogeneity
-
J.F. Richard. Models with several regimes and changes in exogeneity. Review of Economic Studies, 47:1–20, 1980.
-
(1980)
Review of Economic Studies
, vol.47
, pp. 1-20
-
-
Richard, J.F.1
-
400
-
-
80053941612
-
Analysis of the binary instrumental variable model
-
R. Dechter, H. Geffner, and J.Y. Halpern, editors, College Publications, London
-
T.S. Richardson and J. Robins. Analysis of the binary instrumental variable model. In R. Dechter, H. Geffner, and J.Y. Halpern, editors, Heuristics, Probability and Causality, pages 415–440. College Publications, London, 2010.
-
(2010)
Heuristics, Probability and Causality
, pp. 415-440
-
-
Richardson, T.S.1
Robins, J.2
-
401
-
-
0040630191
-
A discovery algorithm for directed cyclic graphs
-
E. Horvitz and F. Jensen, editors, Morgan Kaufmann, San Francisco, CA
-
T. Richardson. A discovery algorithm for directed cyclic graphs. In E. Horvitz and F. Jensen, editors, Proceedings of the Twelfth Conference on Uncertainty in Artificial Intelligence, pages 454–461. Morgan Kaufmann, San Francisco, CA, 1996.
-
(1996)
Proceedings of the Twelfth Conference on Uncertainty in Artificial Intelligence
, pp. 454-461
-
-
Richardson, T.1
-
402
-
-
77954367512
-
New books in review: Causality: Models, reasoning, and inference and causation, prediction, and search
-
E.E. Rigdon. New books in review: Causality: Models, Reasoning, and Inference and Causation, Prediction, and Search. Journal of Marketing Research, 39: 137–140, 2002.
-
(2002)
Journal of Marketing Research
, vol.39
, pp. 137-140
-
-
Rigdon, E.E.1
-
404
-
-
0345847813
-
The common sense of cause in fact
-
D.W. Robertson. The common sense of cause in fact. Texas Law Review, 75(7): 1765–1800, 1997.
-
(1997)
Texas Law Review
, vol.75
, Issue.7
, pp. 1765-1800
-
-
Robertson, D.W.1
-
405
-
-
0024942006
-
The probability of causation under a stochastic model for individual risk
-
J.M. Robins and S. Greenland. The probability of causation under a stochastic model for individual risk. Biometrics, 45:1125–1138, 1989.
-
(1989)
Biometrics
, vol.45
, pp. 1125-1138
-
-
Robins, J.M.1
Greenland, S.2
-
406
-
-
0026057837
-
Estimability and estimation of expected years of life lost due to a hazardous exposure
-
J.M. Robins and S. Greenland. Estimability and estimation of expected years of life lost due to a hazardous exposure. Statistics in Medicine, 10:79–93, 1991.
-
(1991)
Statistics in Medicine
, vol.10
, pp. 79-93
-
-
Robins, J.M.1
Greenland, S.2
-
407
-
-
0026556155
-
Identifiability and exchangeability for direct and indirect effects
-
J.M. Robins and S. Greenland. Identifiability and exchangeability for direct and indirect effects. Epidemiology, 3(2): 143–155, 1992.
-
(1992)
Epidemiology
, vol.3
, Issue.2
, pp. 143-155
-
-
Robins, J.M.1
Greenland, S.2
-
408
-
-
0005595058
-
On the impossibility of inferring causation from association without background knowledge
-
C.N. Glymour and G.F. Cooper, editors, AAAI/MIT Press, Cambridge, MA
-
J.M. Robins and L. Wasserman. On the impossibility of inferring causation from association without background knowledge. In C.N. Glymour and G.F. Cooper, editors, Computation, Causation, and Discovery, pages 305–321. AAAI/MIT Press, Cambridge, MA, 1999.
-
(1999)
Computation, Causation, and Discovery
, pp. 305-321
-
-
Robins, J.M.1
Wasserman, L.2
-
409
-
-
0026643893
-
Wulfsohn. G-estimation of the effect of prophylaxis therapy for pneumocystis carinii pneumonia on the survival of aids patients
-
J.M. Robins, D. Blevins, G. Ritter, and M. Wulfsohn. g-estimation of the effect of prophylaxis therapy for pneumocystis carinii pneumonia on the survival of AIDS patients. Epidemiology, 3:319–336, 1992.
-
(1992)
Epidemiology
, vol.3
, pp. 319-336
-
-
Robins, J.M.1
Blevins, D.2
Ritter, G.3
-
410
-
-
3843131653
-
Uniform consistency in causal inference
-
J.M. Robins, R. Schemes, P. Spirtes, and L. Wasserman. Uniform consistency in causal inference. Biometrika, 90:491–512, 2003.
-
(2003)
Biometrika
, vol.90
, pp. 491-512
-
-
Robins, J.M.1
Schemes, R.2
Spirtes, P.3
Wasserman, L.4
-
411
-
-
46149139403
-
A new approach to causal inference in mortality studies with a sustained exposure period – applications to control of the healthy workers survivor effect
-
J.M. Robins. A new approach to causal inference in mortality studies with a sustained exposure period – applications to control of the healthy workers survivor effect. Mathematical Modeling, 7:1393–1512, 1986.
-
(1986)
Mathematical Modeling
, vol.7
, pp. 1393-1512
-
-
Robins, J.M.1
-
412
-
-
0023592958
-
Addendum to “a new approach to causal inference in mortality studies with sustained exposure periods – application to control of the healthy worker survivor effect.”
-
J. Robins. Addendum to “A new approach to causal inference in mortality studies with sustained exposure periods – application to control of the healthy worker survivor effect.” Computers and Mathematics, with Applications, 14:923–45, 1987.
-
(1987)
Computers and Mathematics, with Applications
, vol.14
, pp. 923-945
-
-
Robins, J.1
-
413
-
-
0002596470
-
The analysis of randomized and non-randomized aids treatment trials using a new approach to causal inference in longitudinal studies
-
L. Sechrest, H. Freeman, and A. Mulley, editors, NCHSR, U.S. Public Health Service
-
J. M. Robins. The analysis of randomized and non-randomized AIDS treatment trials using a new approach to causal inference in longitudinal studies. In L. Sechrest, H. Freeman, and A. Mulley, editors, Health Service Research Methodology: A Focus on AIDS, pages 113–159. NCHSR, U.S. Public Health Service, 1989.
-
(1989)
Health Service Research Methodology: A Focus on AIDS
, pp. 113-159
-
-
Robins, J.M.1
-
414
-
-
0000858866
-
Analytic methods for estimating hiv treatment and cofactors effects
-
D.G. Ostrow and R. Kessler, editors, Plenum Publishing, New York
-
J.M. Robins. Analytic methods for estimating HIV treatment and cofactors effects. In D.G. Ostrow and R. Kessler, editors, Methodological Issues in AIDS Behavioral Research, pages 213–290. Plenum Publishing, New York, 1993.
-
(1993)
Methodological Issues in AIDS Behavioral Research
, pp. 213-290
-
-
Robins, J.M.1
-
415
-
-
0005937072
-
Discussion of “causal diagrams for empirical research
-
by J. Pearl
-
J.M. Robins. Discussion of “Causal diagrams for empirical research” by J. Pearl. Biometrika, 82(4):695–698, 1995.
-
(1995)
Biometrika
, vol.82
, Issue.4
, pp. 695-698
-
-
Robins, J.M.1
-
416
-
-
0001815275
-
Causal inference from complex longitudinal data
-
M. Berkane, editor, Springer-Verlag, New York
-
J.M. Robins. Causal inference from complex longitudinal data. In M. Berkane, editor, Latent Variable Modeling and Applications to Causality, pages 69–117. Springer-Verlag, New York, 1997.
-
(1997)
Latent Variable Modeling and Applications to Causality
, pp. 69-117
-
-
Robins, J.M.1
-
417
-
-
0000272869
-
Testing and estimation of directed effects by reparameterizing directed acyclic with structural nested models
-
C.N. Glymour and G.F. Cooper, editors, AAAI/MIT Press, Cambridge, MA
-
J.M. Robins. Testing and estimation of directed effects by reparameterizing directed acyclic with structural nested models. In C.N. Glymour and G.F. Cooper, editors, Computation, Causation, and Discovery, pages 349–405. AAAI/MIT Press, Cambridge, MA, 1999.
-
(1999)
Computation, Causation, and Discovery
, pp. 349-405
-
-
Robins, J.M.1
-
418
-
-
0035063108
-
Data, design, and background knowledge in etiologic inference
-
J.M. Robins. Data, design, and background knowledge in etiologic inference. Epidemiology, 12(3):313–320, 2001.
-
(2001)
Epidemiology
, vol.12
, Issue.3
, pp. 313-320
-
-
Robins, J.M.1
-
419
-
-
77951622706
-
The central role of propensity score in observational studies for causal effects
-
P. Rosenbaum and D. Rubin. The central role of propensity score in observational studies for causal effects. Biometrika, 70:41–55, 1983.
-
(1983)
Biometrika
, vol.70
, pp. 41-55
-
-
Rosenbaum, P.1
Rubin, D.2
-
420
-
-
0001198982
-
The consequences of adjustment for a concomitant variable that has been affected by the treatment
-
Series A (General), Part
-
P.R. Rosenbaum. The consequences of adjustment for a concomitant variable that has been affected by the treatment. Journal of the Royal Statistical Society, Series A (General), Part 5(147):656–666, 1984.
-
(1984)
Journal of the Royal Statistical Society
, vol.5
, Issue.147
, pp. 656-666
-
-
Rosenbaum, P.R.1
-
427
-
-
58149417330
-
Estimating causal effects of treatments in randomized and nonrandomized studies
-
D.B. Rubin. Estimating causal effects of treatments in randomized and nonrandomized studies. Journal of Educational Psychology, 66:688–701, 1974.
-
(1974)
Journal of Educational Psychology
, vol.66
, pp. 688-701
-
-
Rubin, D.B.1
-
428
-
-
2942562549
-
Direct and indirect causal effects via potential outcomes
-
D.B. Rubin. Direct and indirect causal effects via potential outcomes. Scandinavian Journal of Statistics, 31:161–170, 2004.
-
(2004)
Scandinavian Journal of Statistics
, vol.31
, pp. 161-170
-
-
Rubin, D.B.1
-
429
-
-
14944344423
-
Causal inference using potential outcomes: Design, modeling, decisions
-
D.B. Rubin. Causal inference using potential outcomes: Design, modeling, decisions. Journal of the American Statistical Association, 100(469):322–331, 2005.
-
(2005)
Journal of the American Statistical Association
, vol.100
, Issue.469
, pp. 322-331
-
-
Rubin, D.B.1
-
430
-
-
33846253571
-
The design versus the analysis of observational studies for causal effects: Parallels with the design of randomized trials
-
D.B. Rubin. The design versus the analysis of observational studies for causal effects: Parallels with the design of randomized trials. Statistics in Medicine, 26:20–36, 2007.
-
(2007)
Statistics in Medicine
, vol.26
, pp. 20-36
-
-
Rubin, D.B.1
-
431
-
-
47249124179
-
Author’s reply (To ian shrier’s letter to the editor)
-
D.B. Rubin. Author’s reply (to Ian Shrier’s Letter to the Editor). Statistics in Medicine, 27:2741–2742, 2008.
-
(2008)
Statistics in Medicine
, vol.27
, pp. 2741-2742
-
-
Rubin, D.B.1
-
432
-
-
64349088593
-
For objective causal inference, design trumps analysis
-
D.B. Rubin. For objective causal inference, design trumps analysis. The Annals of Applied Statistics, 2:808–840, 2008.
-
(2008)
The Annals of Applied Statistics
, vol.2
, pp. 808-840
-
-
Rubin, D.B.1
-
433
-
-
69949106881
-
Author’s reply: Should observational studies be designed to allow lack of balance in covariate distributions across treatment groups?
-
D.B. Rubin. Author’s Reply: Should observational studies be designed to allow lack of balance in covariate distributions across treatment groups? Statistics in Medicine, 28:1420–1423, 2009.
-
(2009)
Statistics in Medicine
, vol.28
, pp. 1420-1423
-
-
Rubin, D.B.1
-
434
-
-
46749104060
-
Simpson’s paradox visualized: The example of the rosiglitazone meta-analysis
-
G. Rücker and M. Schumacher. Simpson’s paradox visualized: The example of the Rosiglitazone meta-analysis. BMC Medical Research Methodology, 8(34):1–8, 2008.
-
(2008)
BMC Medical Research Methodology
, vol.8
, Issue.34
, pp. 1-8
-
-
Rücker, G.1
Schumacher, M.2
-
439
-
-
84922887941
-
Public administration and health care: Estimating latent causal influences: TETRAD III variable selection and bayesian parameter estimation
-
W. Klosgen, J.M. Zytkow, and J. Zyt, editors, Oxford University Press, New York
-
R. Schemes. Public administration and health care: Estimating latent causal influences: TETRAD III variable selection and bayesian parameter estimation. In W. Klosgen, J.M. Zytkow, and J. Zyt, editors, Handbook of Data Mining and Knowledge Discovery, pages 944–952. Oxford University Press, New York, 2002.
-
(2002)
Handbook of Data Mining and Knowledge Discovery
, pp. 944-952
-
-
Schemes, R.1
-
442
-
-
0043183792
-
Constraint management in conceptual design
-
D. Sriram and R.A. Adey, editors, pages, Computational Mechanics Publications
-
D. Serrano and D.C. Gossard. Constraint management in conceptual design. In D. Sriram and R.A. Adey, editors, Knowledge Based Expert Systems in Engineering: Planning and Design, pages 211–224. Computational Mechanics Publications, 1987.
-
(1987)
Knowledge Based Expert Systems in Engineering: Planning and Design
, pp. 211-224
-
-
Serrano, D.1
Gossard, D.C.2
-
443
-
-
0008533155
-
Global conditioning for probabilistic inference in belief networks
-
R. Lopez de Mantaras and D. Poole, editors, Morgan Kaufmann, San Francisco, CA
-
R.D. Shachter, S.K. Andersen, and P. Szolovits. Global conditioning for probabilistic inference in belief networks. In R. Lopez de Mantaras and D. Poole, editors, Uncertainty in Artificial Intelligence, pages 514–524. Morgan Kaufmann, San Francisco, CA, 1994.
-
(1994)
Uncertainty in Artificial Intelligence
, pp. 514-524
-
-
Shachter, R.D.1
Andersen, S.K.2
Szolovits, P.3
-
444
-
-
0022818911
-
Evaluating influence diagrams
-
R.D. Shachter. Evaluating influence diagrams. Operations Research, 34(6):871–882, 1986.
-
(1986)
Operations Research
, vol.34
, Issue.6
, pp. 871-882
-
-
Shachter, R.D.1
-
446
-
-
60549116512
-
The renaissance of field experimentation in evaluating interventions
-
W.R. Shadish and T.D. Cook. The renaissance of field experimentation in evaluating interventions. Annual Review of Psychology, 60:607–629, 2009.
-
(2009)
Annual Review of Psychology
, vol.60
, pp. 607-629
-
-
Shadish, W.R.1
Cook, T.D.2
-
448
-
-
0030641309
-
Confounding by indication?
-
S.H. Shapiro. Confounding by indication? Epidemiology, 8:110–111, 1997.
-
(1997)
Epidemiology
, vol.8
, pp. 110-111
-
-
Shapiro, S.H.1
-
449
-
-
0001545906
-
Shall we count the living or the dead?
-
M.C. Shep. Shall we count the living or the dead? New England Journal of Medicine, 259:1210–1214, 1958.
-
(1958)
New England Journal of Medicine
, vol.259
, pp. 1210-1214
-
-
Shep, M.C.1
-
450
-
-
44649096666
-
Discovery of non-gaussian linear causal models using ica
-
R. Dechter and T.S. Richardson, editors, AUAI Press, Edinburgh, Schotland
-
A. Shimizu, S. Hyvärinen, Y. Kano, and P.O. Hoyer. Discovery of non-Gaussian linear causal models using ICA. In R. Dechter and T.S. Richardson, editors, Proceedings of the Twenty-First Conference on Uncertainty in Artificial Intelligence, pages 525–533. AUAI Press, Edinburgh, Schotland, 2005.
-
(2005)
Proceedings of the Twenty-First Conference on Uncertainty in Artificial Intelligence
, pp. 525-533
-
-
Shimizu, A.1
Hyvärinen, S.2
Kano, Y.3
Hoyer, P.O.4
-
453
-
-
84922906824
-
Relevant explanations: Allowing disjunctive assignments
-
D. Heckerman and A. Mamdani, editors, pages, San Mateo, CA, Morgan Kaufmann Publishers
-
S.E. Shimony. Relevant explanations: Allowing disjunctive assignments. In D. Heckerman and A. Mamdani, editors, Proceedings of the Ninth Conference on Uncertainty in Artificial Intelligence, pages 200–207, San Mateo, CA, July 1993. Morgan Kaufmann Publishers.
-
(1993)
Proceedings of the Ninth Conference on Uncertainty in Artificial Intelligence
, pp. 200-207
-
-
Shimony, S.E.1
-
454
-
-
0040036987
-
-
Technical report, Department of Biology, University of Sherbrooke, Canada, Also in Structural Equation Modeling, 7:206–218, 2000
-
B. Shipley. An inferential test for structural equation models based on directed acyclic graphs and its nonparametric equivalents. Technical report, Department of Biology, University of Sherbrooke, Canada, 1997. Also in Structural Equation Modeling, 7:206–218, 2000.
-
(1997)
An Inferential Test for Structural Equation Models Based on Directed Acyclic Graphs and Its Nonparametric Equivalents
-
-
Shipley, B.1
-
455
-
-
84922918706
-
Book reviews: Causality: Models, reasoning, and inference
-
B. Shipley. Book reviews: Causality: Models, Reasoning, and Inference. Structural Equation Modeling, 7(4):637–639, 2000.
-
(2000)
Structural Equation Modeling
, vol.7
, Issue.4
, pp. 637-639
-
-
Shipley, B.1
-
458
-
-
46149083633
-
Identification of conditional interventional distributions
-
R. Dechter and T.S. Richardson, editors, AUAI Press, Corvallis, OR
-
I. Shpitser and J Pearl. Identification of conditional interventional distributions. In R. Dechter and T.S. Richardson, editors, Proceedings of the Twenty-Second Conference on Uncertainty in Artificial Intelligence, pages 437–444. AUAI Press, Corvallis, OR, 2006.
-
(2006)
Proceedings of the Twenty-Second Conference on Uncertainty in Artificial Intelligence
, pp. 437-444
-
-
Shpitser, I.1
Pearl, J.2
-
459
-
-
33750742436
-
Identification of joint interventional distributions in recursive semi-markovian causal models
-
AAAI Press, Menlo Park, CA
-
I. Shpitser and J Pearl. Identification of joint interventional distributions in recursive semi-Markovian causal models. In Proceedings of the Twenty-First National Conference on Artificial Intelligence, pages 1219–1226. AAAI Press, Menlo Park, CA, 2006.
-
(2006)
Proceedings of the Twenty-First National Conference on Artificial Intelligence
, pp. 1219-1226
-
-
Shpitser, I.1
Pearl, J.2
-
460
-
-
77649296605
-
What counterfactuals can be tested
-
pages, AUAI Press, Vancouver, BC Canada, Also, Journal of Machine Learning Research, 9:1941–1979, 2008
-
I. Shpitser and J Pearl. What counterfactuals can be tested. In Proceedings of the Twenty-Third Conference on Uncertainty in Artificial Intelligence, pages 352–359. AUAI Press, Vancouver, BC Canada, 2007. Also, Journal of Machine Learning Research, 9:1941–1979, 2008.
-
(2007)
Proceedings of the Twenty-Third Conference on Uncertainty in Artificial Intelligence
, pp. 352-359
-
-
Shpitser, I.1
Pearl, J.2
-
462
-
-
80053137537
-
Effects of treatment on the treated; identification and generalization
-
J. Bilmes and A. Ng, editors, Montreal, Quebec
-
I. Shpitser and J. Pearl. Effects of treatment on the treated; Identification and generalization. In J. Bilmes and A. Ng, editors, Proceedings of the Twenty-Fifth Conference on Uncertainty in Artificial Intelligence. AUAI Press, Montreal, Quebec, 2009.
-
(2009)
Proceedings of the Twenty-Fifth Conference on Uncertainty in Artificial Intelligence. AUAI Press
-
-
Shpitser, I.1
Pearl, J.2
-
465
-
-
0002925736
-
Causal ordering and identifiability
-
Wm. C. Hood and T.C. Koopmans, editors, Wiley and Sons, Inc., New York, NY
-
H.A. Simon. Causal ordering and identifiability. In Wm. C. Hood and T.C. Koopmans, editors, Studies in Econometric Method, pages 49–74. Wiley and Sons, Inc., New York, NY, 1953.
-
(1953)
Studies in Econometric Method
, pp. 49-74
-
-
Simon, H.A.1
-
466
-
-
0001745298
-
The interpretation of interaction in contingency tables
-
Series B
-
E.H. Simpson. The interpretation of interaction in contingency tables. Journal of the Royal Statistical Society, Series B, 13:238–241, 1951.
-
(1951)
Journal of the Royal Statistical Society
, vol.13
, pp. 238-241
-
-
Simpson, E.H.1
-
468
-
-
0001173999
-
Construction of bayesian network structures from data – a brief survey and an efficient algorithm
-
M. Singh and M. Valtorta. Construction of Bayesian network structures from data – a brief survey and an efficient algorithm. International Journal of Approximate Reasoning, 12(2): 111–131, 1995.
-
(1995)
International Journal of Approximate Reasoning
, vol.12
, Issue.2
, pp. 111-131
-
-
Singh, M.1
Valtorta, M.2
-
469
-
-
67549095644
-
Letter to the editor: Propensity scores and m-structures
-
A. Sjölander. Letter to the Editor: Propensity scores and M-structures. Statistics in Medicine, 28:1416–1423, 2009.
-
(2009)
Statistics in Medicine
, vol.28
, pp. 1416-1423
-
-
Sjölander, A.1
-
470
-
-
0010839539
-
-
Yale University Press, New Haven
-
B. Skyrms. Causal Necessity. Yale University Press, New Haven, 1980.
-
(1980)
Causal Necessity
-
-
Skyrms, B.1
-
471
-
-
10044222268
-
Does matching overcome lalonde’s critique of nonex-perimental estimators?
-
J. Smith and P. Todd. Does matching overcome LaLonde’s critique of nonex-perimental estimators? Journal of Econometrics, 125:305–353, 2005.
-
(2005)
Journal of Econometrics
, vol.125
, pp. 305-353
-
-
Smith, J.1
Todd, P.2
-
472
-
-
0001616541
-
Effect analysis and causation in linear structural equation models
-
M.E. Sobel. Effect analysis and causation in linear structural equation models. Psychometrika, 55(3):495–515, 1990.
-
(1990)
Psychometrika
, vol.55
, Issue.3
, pp. 495-515
-
-
Sobel, M.E.1
-
473
-
-
84963295164
-
Conjunctive forks and temporally asymmetric inference
-
E. Sober and M. Barrett. Conjunctive forks and temporally asymmetric inference. Australian Journal of Philosophy, 70:1–23, 1992.
-
(1992)
Australian Journal of Philosophy
, vol.70
, pp. 1-23
-
-
Sober, E.1
Barrett, M.2
-
474
-
-
3843144776
-
Two concepts of cause
-
P. Asquith and P. Kitcher, editors, Philosophy of Science Association, East Lansing, MI
-
E. Sober. Two concepts of cause. In P. Asquith and P. Kitcher, editors, PSA: Proceedings of the Biennial Meeting of the Philosophy of Science Association, volume II, pages 405–424. Philosophy of Science Association, East Lansing, MI, 1985.
-
(1985)
PSA: Proceedings of the Biennial Meeting of the Philosophy of Science Association, Volume II
, pp. 405-424
-
-
Sober, E.1
-
475
-
-
0022598217
-
Impact of vitamin a supplementation on childhood mortality: A randomized controlled community trial
-
and
-
A. Sommer, I. Tarwotjo, E. Djunaedi, K. P. West, A. A. Loeden, R. Tilden, and L. Mele. Impact of vitamin A supplementation on childhood mortality: A randomized controlled community trial. The Lancet, 327:1169–1173, 1986.
-
(1986)
The Lancet
, vol.327
, pp. 1169-1173
-
-
Sommer, A.1
Tarwotjo, I.2
Djunaedi, E.3
West, K.P.4
Loeden, A.A.5
Tilden, R.6
Mele, L.7
-
476
-
-
0038490513
-
-
Oxford readings in Philosophy. Oxford University Press, Oxford
-
E. Sosa and M. Tooley. Causation. Oxford readings in Philosophy. Oxford University Press, Oxford, 1993.
-
(1993)
Causation
-
-
Sosa, E.1
Tooley, M.2
-
477
-
-
84972488038
-
Bayesian analysis in expert systems (With discussion)
-
D.J. Spiegelhalter, S.L. Lauritzen, P.A. Dawid, and R.G. Cowell. Bayesian analysis in expert systems (with discussion). Statistical Science, 8:219–283, 1993.
-
(1993)
Statistical Science
, vol.8
, pp. 219-283
-
-
Spiegelhalter, D.J.1
Lauritzen, S.L.2
Dawid, P.A.3
Cowell, R.G.4
-
478
-
-
84867984763
-
Automated search for causal relations: Theory and practice
-
and, In R. Dechter, H. Geffner, and J.Y. Halpern, editors, College Publications, London
-
P. Spirtes, C. Glymour, R. Scheines, and R. Tillman. Automated search for causal relations: Theory and practice. In R. Dechter, H. Geffner, and J.Y. Halpern, editors, Heuristics, Probability and Causality, pages 467–506. College Publications, London, 2010.
-
(2010)
Heuristics, Probability and Causality
, pp. 467-506
-
-
Spirtes, P.1
Glymour, C.2
Scheines, R.3
Tillman, R.4
-
479
-
-
0002979137
-
An algorithm for fast recovery of sparse causal graphs
-
P. Spirtes and C.N. Glymour. An algorithm for fast recovery of sparse causal graphs. Social Science Computer Review, 9(l):62–72, 1991.
-
(1991)
Social Science Computer Review
, vol.9
, Issue.1
, pp. 62-72
-
-
Spirtes, P.1
Glymour, C.N.2
-
481
-
-
0040630252
-
-
Technical Report CMU-PHIL-33, Carnegie Mellon University, Pittsburgh, Pennsylvania, October
-
P. Spirtes and T. Verma. Equivalence of causal models with latent variables. Technical Report CMU-PHIL-33, Carnegie Mellon University, Pittsburgh, Pennsylvania, October 1992.
-
(1992)
Equivalence of Causal Models with Latent Variables
-
-
Spirtes, P.1
Verma, T.2
-
482
-
-
0003614273
-
-
Springer-Verlag, New York
-
P. Spirtes, C.N. Glymour, and R. Scheines. Causation, Prediction, and Search. Springer-Verlag, New York, 1993.
-
(1993)
Causation, Prediction, and Search
-
-
Spirtes, P.1
Glymour, C.N.2
Scheines, R.3
-
483
-
-
0040731124
-
Causal inference in the presence of latent variables and selection bias
-
P. Besnard and S. Hanks, editors, Morgan Kaufmann, San Francisco
-
P. Spirtes, C. Meek, and T. Richardson. Causal inference in the presence of latent variables and selection bias. In P. Besnard and S. Hanks, editors, Uncertainty in Artificial Intelligence 11, pages 499–506. Morgan Kaufmann, San Francisco, 1995.
-
(1995)
Uncertainty in Artificial Intelligence
, vol.11
, pp. 499-506
-
-
Spirtes, P.1
Meek, C.2
Richardson, T.3
-
484
-
-
0009165699
-
-
and,. Technical Report CMU-PHIL-72, Carnegie-Mellon University, Department of Philosophy, Pittsburgh, PA
-
P. Spirtes, T. Richardson, C. Meek, R. Scheines, and C.N. Glymour. Using d separation to calculate zero partial correlations in linear models with correlated errors. Technical Report CMU-PHIL-72, Carnegie-Mellon University, Department of Philosophy, Pittsburgh, PA, 1996.
-
(1996)
Using D Separation to Calculate Zero Partial Correlations in Linear Models with Correlated Errors
-
-
Spirtes, P.1
Richardson, T.2
Meek, C.3
Scheines, R.4
Glymour, C.N.5
-
485
-
-
0032350335
-
Using path diagrams as a structural equation modelling tool
-
P. Spirtes, T. Richardson, C. Meek, R. Scheines, and C.N. Glymour. Using path diagrams as a structural equation modelling tool. Sociological Methods and Research, 27(2): 182–225, November 1998.
-
(1998)
Sociological Methods and Research
, vol.27
, Issue.2
, pp. 182-225
-
-
Spirtes, P.1
Richardson, T.2
Meek, C.3
Scheines, R.4
Glymour, C.N.5
-
486
-
-
0003614273
-
-
MIT Press, Cambridge, MA, 2nd edition
-
P. Spirtes, C.N. Glymour, and R. Scheines. Causation, Prediction, and Search. MIT Press, Cambridge, MA, 2nd edition, 2000.
-
(2000)
Causation, Prediction, and Search
-
-
Spirtes, P.1
Glymour, C.N.2
Scheines, R.3
-
487
-
-
0003263637
-
Directed cyclic graphical representation of feedback
-
P. Besnard and S. Hanks, editors, Morgan Kaufmann, San Mateo, CA
-
P. Spirtes. Directed cyclic graphical representation of feedback. In P. Besnard and S. Hanks, editors, Proceedings of the Eleventh Conference on Uncertainty in Artificial Intelligence, pages 491–498. Morgan Kaufmann, San Mateo, CA, 1995.
-
(1995)
Proceedings of the Eleventh Conference on Uncertainty in Artificial Intelligence
, pp. 491-498
-
-
Spirtes, P.1
-
488
-
-
0041027690
-
Stochastic independence, causal independence, and shieldability
-
W. Spohn. Stochastic independence, causal independence, and shieldability. Journal of Philosophical Logic, 9:73–99, 1980.
-
(1980)
Journal of Philosophical Logic
, vol.9
, pp. 73-99
-
-
Spohn, W.1
-
489
-
-
16644400387
-
Deterministic and probabilistic reasons and causes
-
W. Spohn. Deterministic and probabilistic reasons and causes. Erkenntnis, 19:371–396, 1983.
-
(1983)
Erkenntnis
, vol.19
, pp. 371-396
-
-
Spohn, W.1
-
491
-
-
0000619896
-
A theory of conditionals
-
N. Rescher, editor, volume No, American Philosophical Quarterly Monograph Series. Blackwell, Oxford, Reprinted in W.L. Harper, R. Stalnaker, and G. Pearce (Eds.), Ifs, D. Reidel, Dordrecht, pages 41–55, 1981
-
R.C. Stalnaker. A theory of conditionals. In N. Rescher, editor, Studies in Logical Theory, volume No. 2, American Philosophical Quarterly Monograph Series. Blackwell, Oxford, 1968. Reprinted in W.L. Harper, R. Stalnaker, and G. Pearce (Eds.), Ifs, D. Reidel, Dordrecht, pages 41–55, 1981.
-
(1968)
Studies in Logical Theory
, vol.2
-
-
Stalnaker, R.C.1
-
492
-
-
26644462684
-
Letter to david lewis, 1972
-
W.L. Harper, R. Stalnaker, and G. Pearce (Eds.), Reidel, Dordrecht
-
R.C. Stalnaker. Letter to David Lewis, 1972. In W.L. Harper, R. Stalnaker, and G. Pearce (Eds.), Ifs, D. Reidel, Dordrecht, pages 151–152, 1981.
-
(1981)
Ifs
, pp. 151-152
-
-
Stalnaker, R.C.1
-
493
-
-
84935190054
-
Changing a causal hypothesis without changing the fit: Some rules for generating equivalent path models
-
I. Stelzl. Changing a causal hypothesis without changing the fit: Some rules for generating equivalent path models. Multivariate Behavioral Research, 21:309–331, 1986.
-
(1986)
Multivariate Behavioral Research
, vol.21
, pp. 309-331
-
-
Stelzl, I.1
-
494
-
-
0010664360
-
Individual causal effects, average causal effects, and unconfoundedness in regression models
-
F. Faulbaum and W. Bandilla, editors, Lucius & Lucius, Stuttgart
-
R. Steyer, S. Gabler, and A.A. Rucai. Individual causal effects, average causal effects, and unconfoundedness in regression models. In F. Faulbaum and W. Bandilla, editors, SoftStat’95, Advances in Statistical Software 5, pages 203–210. Lucius & Lucius, Stuttgart, 1996.
-
(1996)
SoftStat’95, Advances in Statistical Software 5
, pp. 203-210
-
-
Steyer, R.1
Gabler, S.2
Rucai, A.A.3
-
495
-
-
4043115749
-
Testing unconfounded-ness in linear regression models with stochastic regressors
-
W. Bandilla and F. Faulbaum, editors, Lucius & Lucius, Stuttgart
-
R. Steyer, A.A. von Davier, S. Gabler, and C. Schuster. Testing unconfounded-ness in linear regression models with stochastic regressors. In W. Bandilla and F. Faulbaum, editors, SoftStat’97, Advances in Statistical Software 6, pages 377–384. Lucius & Lucius, Stuttgart, 1997.
-
(1997)
SoftStat’97, Advances in Statistical Software 6
, pp. 377-384
-
-
Steyer, R.1
Von Davier, A.A.2
Gabler, S.3
Schuster, C.4
-
496
-
-
0002766858
-
The assumptions on which causal inferences rest
-
R. Stone. The assumptions on which causal inferences rest. Journal of the Royal Statistical Society, 55(2):455–466, 1993.
-
(1993)
Journal of the Royal Statistical Society
, vol.55
, Issue.2
, pp. 455-466
-
-
Stone, R.1
-
497
-
-
0000338832
-
Recursive versus nonrecursive systems: An attempt at synthesis
-
R.H. Strotz and H.O.A. Wold. Recursive versus nonrecursive systems: An attempt at synthesis. Econometrica, 28:417–427, 1960.
-
(1960)
Econometrica
, vol.28
, pp. 417-427
-
-
Strotz, R.H.1
Wold, H.2
-
499
-
-
0000713390
-
When are probabilistic explanations possible?
-
P. Suppes and M. Zaniotti. When are probabilistic explanations possible? Synthese, 48:191–199, 1981.
-
(1981)
Synthese
, vol.48
, pp. 191-199
-
-
Suppes, P.1
Zaniotti, M.2
-
501
-
-
0442325127
-
Probabilistic causality in space and time
-
B. Skyrms and W.L. Harper, editors, Kluwer Academic Publishers, Dordrecht, The Netherlands
-
P. Suppes. Probabilistic causality in space and time. In B. Skyrms and W.L. Harper, editors, Causation, Chance, and Credence. Kluwer Academic Publishers, Dordrecht, The Netherlands, 1988.
-
(1988)
Causation, Chance, and Credence
-
-
Suppes, P.1
-
502
-
-
0031523817
-
Impulse response functions based on a causal approach to residual orthogonalization in vector autoregressions
-
N.R. Swanson and C.W.J. Granger. Impulse response functions based on a causal approach to residual orthogonalization in vector autoregressions. Journal of the American Statistical Association, 92:357–367, 1997.
-
(1997)
Journal of the American Statistical Association
, vol.92
, pp. 357-367
-
-
Swanson, N.R.1
Granger, C.2
-
503
-
-
9744227322
-
Book reviews: Causality: Models, reasoning, and inference
-
N.R. Swanson. Book reviews: Causality: Models, Reasoning, and Inference. Journal of Economic Literature, 40:925–926, 2002.
-
(2002)
Journal of economic literature
, vol.40
, pp. 925-926
-
-
Swanson, N.R.1
-
508
-
-
33750737176
-
On the testable implications of causal models with hidden variables
-
A. Darwiche and N. Friedman, editors, Morgan Kaufmann, San Francisco, CA
-
J. Tian and J Pearl. On the testable implications of causal models with hidden variables. In A. Darwiche and N. Friedman, editors, Proceedings of the Eighteenth Conference on Uncertainty in Artificial Intelligence, pages 519–527. Morgan Kaufmann, San Francisco, CA, 2002.
-
(2002)
Proceedings of the Eighteenth Conference on Uncertainty in Artificial Intelligence
, pp. 519-527
-
-
Tian, J.1
Pearl, J.2
-
509
-
-
84864387599
-
On identifying causal effects
-
R. Dechter, H. Geffner, and J.Y. Halpern, editors, College Publications, London
-
J. Tian and I. Shpitser. On identifying causal effects. In R. Dechter, H. Geffner, and J.Y. Halpern, editors, Heuristics, Probability and Causality, pages 523–540. College Publications, London, 2010.
-
(2010)
Heuristics, Probability and Causality
, pp. 523-540
-
-
Tian, J.1
Shpitser, I.2
-
510
-
-
0010710880
-
-
Technical Report R-254, University of California, Los Angeles, CA
-
J. Tian, A. Paz, and J. Pearl. Finding minimal separating sets. Technical Report R-254, University of California, Los Angeles, CA, 1998.
-
(1998)
Finding Minimal Separating Sets
-
-
Tian, J.1
Paz, A.2
Pearl, J.3
-
511
-
-
33750742243
-
A characterization of interventional distributions in semi-markovian causal models
-
AAAI Press, Menlo Park, CA
-
J. Tian, C. Kang, and J. Pearl. A characterization of interventional distributions in semi-Markovian causal models. In Proceedings of the Twenty-First National Conference on Artificial Intelligence, pages 1239–1244. AAAI Press, Menlo Park, CA, 2006.
-
(2006)
Proceedings of the Twenty-First National Conference on Artificial Intelligence
, pp. 1239-1244
-
-
Tian, J.1
Kang, C.2
Pearl, J.3
-
512
-
-
84942607494
-
Causal schemas in judgments under uncertainty
-
M. Fishbein, editor, Lawrence Erlbaum, Hillsdale, NJ
-
A. Tversky and D. Kahneman. Causal schemas in judgments under uncertainty. In M. Fishbein, editor, Progress in Social Psychology, pages 49–72. Lawrence Erlbaum, Hillsdale, NJ, 1980.
-
(1980)
Progress in Social Psychology
, pp. 49-72
-
-
Tversky, A.1
Kahneman, D.2
-
513
-
-
34547924073
-
Four types of effect modification: A classification based on directed acyclic graphs
-
and
-
T.J. VanderWeele and J.M. Robins. Four types of effect modification: A classification based on directed acyclic graphs. Epidemiology, 18(5):561–568, 2007.
-
(2007)
Epidemiology
, vol.18
, Issue.5
, pp. 561-568
-
-
VanderWeele, T.J.1
Robins, J.M.2
-
514
-
-
0001779012
-
Causal networks: Semantics and expressiveness
-
pages, Mountain View, CA, Also in R. Shachter, T.S. Levitt, and L.N. Kanal (Eds.), Uncertainty in AI 4, Elesevier Science Publishers, 69–76, 1990
-
T. Verma and J. Pearl. Causal networks: Semantics and expressiveness. In Proceedings of the Fourth Workshop on Uncertainty in Artificial Intelligence, pages 352–359, Mountain View, CA, 1988. Also in R. Shachter, T.S. Levitt, and L.N. Kanal (Eds.), Uncertainty in AI 4, Elesevier Science Publishers, 69–76, 1990.
-
(1988)
Proceedings of the Fourth Workshop on Uncertainty in Artificial Intelligence
, pp. 352-359
-
-
Verma, T.1
Pearl, J.2
-
515
-
-
0002095306
-
Equivalence and synthesis of causal models
-
pages, Cambridge, MA, July, Also in P. Bonissone, M. Henrion, L.N. Kanal and J.F. Lemmer (Eds.), Uncertainty in Artificial Intelligence 6, Elsevier Science Publishers, B.V, 255–268, 1991
-
T. Verma and J. Pearl. Equivalence and synthesis of causal models. In Proceedings of the Sixth Conference on Uncertainty in Artificial Intelligence, pages 220–227, Cambridge, MA, July 1990. Also in P. Bonissone, M. Henrion, L.N. Kanal and J.F. Lemmer (Eds.), Uncertainty in Artificial Intelligence 6, Elsevier Science Publishers, B.V, 255–268, 1991.
-
(1990)
Proceedings of the Sixth Conference on Uncertainty in Artificial Intelligence
, pp. 220-227
-
-
Verma, T.1
Pearl, J.2
-
516
-
-
0001775899
-
An algorithm for deciding if a set of observed independencies has a causal explanation
-
D. Dubois, M.P. Wellman, B. D’Ambrosio, and P. Smets, editors, Morgan Kaufmann, Stanford, CA
-
T. Verma and J. Pearl. An algorithm for deciding if a set of observed independencies has a causal explanation. In D. Dubois, M.P. Wellman, B. D’Ambrosio, and P. Smets, editors, Proceedings of the Eighth Conference on Uncertainty in Artificial Intelligence, pages 323–330. Morgan Kaufmann, Stanford, CA, 1992.
-
(1992)
Proceedings of the Eighth Conference on Uncertainty in Artificial Intelligence
, pp. 323-330
-
-
Verma, T.1
Pearl, J.2
-
517
-
-
0041611623
-
-
Technical Report R-191, UCLA, Computer Science Department
-
T.S. Verma. Graphical aspects of causal models. Technical Report R-191, UCLA, Computer Science Department, 1993.
-
(1993)
Graphical Aspects of Causal Models
-
-
Verma, T.S.1
-
519
-
-
56949086280
-
Detecting multiple confounders
-
X. Wang, Z. Geng, H. Chen, and X. Xie. Detecting multiple confounders. Journal of Statistical Planning and Inference, 139: 1073–1081, 2009.
-
(2009)
Journal of Statistical Planning and Inference
, vol.139
, pp. 1073-1081
-
-
Wang, X.1
Geng, Z.2
Chen, H.3
Xie, X.4
-
521
-
-
0027468093
-
Toward a clearer definition of confounding
-
C.R. Weinberg. Toward a clearer definition of confounding. American Journal of Epidemiology, 137:1–8, 1993.
-
(1993)
American Journal of Epidemiology
, vol.137
, pp. 1-8
-
-
Weinberg, C.R.1
-
522
-
-
34547905708
-
Can dags clarify effect modification?
-
C.R. Weinberg. Can DAGs clarify effect modification? Epidemiology, 18:569–572, 2007.
-
(2007)
Epidemiology
, vol.18
, pp. 569-572
-
-
Weinberg, C.R.1
-
523
-
-
0000243504
-
Graphical and recursive models for contingency tables
-
N. Wermuth and S.L. Lauritzen. Graphical and recursive models for contingency tables. Biometrika, 70:537–552, 1983.
-
(1983)
Biometrika
, vol.70
, pp. 537-552
-
-
Wermuth, N.1
Lauritzen, S.L.2
-
524
-
-
0002515017
-
On substantive research hypotheses, conditional independence graphs and graphical chain models (With discussion)
-
Series B
-
N. Wermuth and S.L. Lauritzen. On substantive research hypotheses, conditional independence graphs and graphical chain models (with discussion). Journal of the Royal Statistical Society, Series B, 52:21–72, 1990.
-
(1990)
Journal of the Royal Statistical Society
, vol.52
, pp. 21-72
-
-
Wermuth, N.1
Lauritzen, S.L.2
-
525
-
-
0000087552
-
Parametric collapsibility and the lack of moderating effects in contingency tables with a dichotomous response variable
-
Series B
-
N. Wermuth. Parametric collapsibility and the lack of moderating effects in contingency tables with a dichotomous response variable. Journal of the Royal Statistical Society, Series B, 49(3):353–364, 1987.
-
(1987)
Journal of the Royal Statistical Society
, vol.49
, Issue.3
, pp. 353-364
-
-
Wermuth, N.1
-
528
-
-
0000709374
-
Collapsibility of multidimensional contingency tables
-
Series B
-
A.S. Whittemore. Collapsibility of multidimensional contingency tables. Journal of the Royal Statistical Society, Series B, 40(3):328-340, 1978.
-
(1978)
Journal of the Royal Statistical Society
, vol.40
, Issue.3
, pp. 328-340
-
-
Whittemore, A.S.1
-
529
-
-
0023576205
-
Confounding in epidemiologic studies: The adequacy of the control group as a measure of confounding
-
P.J. Wickramaratne and T.R. Holford. Confounding in epidemiologic studies: The adequacy of the control group as a measure of confounding. Biometrics, 43:751-765, 1987.
-
(1987)
Biometrics
, vol.43
, pp. 751-765
-
-
Wickramaratne, P.J.1
Holford, T.R.2
-
530
-
-
0033446553
-
The estimation of causal effects from observational data
-
C. Winship and S.L. Morgan. The estimation of causal effects from observational data. Annual Review of Sociology, 25:659-706, 1999.
-
(1999)
Annual Review of Sociology
, vol.25
, pp. 659-706
-
-
Winship, C.1
Morgan, S.L.2
-
532
-
-
0347272219
-
Supervenience and singular causal claims
-
D. Knowles, editor, Cambridge University Press, New York
-
J. Woodward. Supervenience and singular causal claims. In D. Knowles, editor, Explanation and Its Limits, pages 211-246. Cambridge University Press, New York, 1990.
-
(1990)
Explanation and Its Limits
, pp. 211-246
-
-
Woodward, J.1
-
533
-
-
0001746349
-
Causation and explanation in econometrics
-
D. Little, editor, Kluwer Academic, Boston
-
J. Woodward. Causation and explanation in econometrics. In D. Little, editor, On the Reliability of Economic Models, pages 9-61. Kluwer Academic, Boston, 1995.
-
(1995)
On the Reliability of Economic Models
, pp. 9-61
-
-
Woodward, J.1
-
534
-
-
0040353771
-
Explanation, invariance and intervention
-
J. Woodward. Explanation, invariance and intervention. Philosophy of Science, 64(S):26-S41, 1997.
-
(1997)
Philosophy of Science
, vol.64
, pp. 26-41
-
-
Woodward, J.1
-
535
-
-
1442303505
-
-
Oxford University Press, New York, NY
-
J. Woodward. Making Things Happen. Oxford University Press, New York, NY, 2003.
-
(2003)
Making Things Happen
-
-
Woodward, J.1
-
537
-
-
0000220355
-
The theory of path coefficients: A reply to niles’ criticism
-
S. Wright. The theory of path coefficients: A reply to Niles’ criticism. Genetics, 8:239-255, 1923.
-
(1923)
Genetics
, vol.8
, pp. 239-255
-
-
Wright, S.1
-
538
-
-
3843135729
-
-
Technical Report 1300, U.S. Department of Agriculture
-
S. Wright. Corn and hog correlations. Technical Report 1300, U.S. Department of Agriculture, 1925.
-
(1925)
Corn and Hog Correlations
-
-
Wright, S.1
-
540
-
-
19644397277
-
Causation, responsibility, risk, probability, naked statistics, and proof: Prunning the bramble bush by clarifying the concepts
-
R.W. Wright. Causation, responsibility, risk, probability, naked statistics, and proof: Prunning the bramble bush by clarifying the concepts. Iowa Law Review, 73:1001-1077, 1988.
-
(1988)
Iowa Law Review
, vol.73
, pp. 1001-1077
-
-
Wright, R.W.1
-
541
-
-
0000603389
-
Alternative tests of independence between stochastic regressors and disturbances
-
D.M. Wu. Alternative tests of independence between stochastic regressors and disturbances. Econometrica, 41:733-750, 1973.
-
(1973)
Econometrica
, vol.41
, pp. 733-750
-
-
Wu, D.M.1
-
543
-
-
0001308326
-
Notes on the theory of association of attributes in statistics
-
G.U. Yule. Notes on the theory of association of attributes in statistics. Biometrika, 2:121-134, 1903.
-
(1903)
Biometrika
, vol.2
, pp. 121-134
-
-
Yule, G.U.1
-
544
-
-
84922912415
-
Book reviews: Causality: Models, reasoning, and inference
-
D. Zelterman. Book reviews: Causality: Models, Reasoning, and Inference. Technometrics, 32(2):239, 2001.
-
(2001)
Technometrics
, vol.32
, Issue.2
, pp. 239
-
-
Zelterman, D.1
-
545
-
-
0008768291
-
Maximal simpson disaggregations of 2 × 2 tables
-
J. Zidek. Maximal Simpson disaggregations of 2 × 2 tables. Biometrika, 71:187-190, 1984.
-
(1984)
Biometrika
, vol.71
, pp. 187-190
-
-
Zidek, J.1
|