-
1
-
-
30244508525
-
Bounds on treatment effects from studies with imperfect compliance
-
Balke, A.A. and Pearl, J. (1997) Bounds on treatment effects from studies with imperfect compliance. Journal of the American Statistical Association, 92, 1172-1176.
-
(1997)
Journal of the American Statistical Association
, vol.92
, pp. 1172-1176
-
-
Balke, A.A.1
Pearl, J.2
-
2
-
-
80055036415
-
Controlling selection bias in causal inference
-
(ed W. Burgard and D. Roth), Menlo Park, CA: AAAI Press
-
Bareinboim, E. and Pearl, J. (2011) Controlling selection bias in causal inference, in Proceedings of the 25th AAAI Conference onArticial Intelligence (ed W. Burgard and D. Roth), Menlo Park, CA: AAAI Press, pp. 1754-1755. http://www.aaai.org/ocs/index.php/AAAI/AAAI11/paper/view/3522.
-
(2011)
Proceedings of the 25th AAAI Conference on Articial Intelligence
, pp. 1754-1755
-
-
Bareinboim, E.1
Pearl, J.2
-
3
-
-
0003687180
-
-
New York: Springer
-
Cowell, R.G., Dawid, A.P., Lauritzen, S.L. and Spiegelhalter, D.J. (1999) Probabilistic Networks and Expert Systems. New York: Springer.
-
(1999)
Probabilistic Networks and Expert Systems
-
-
Cowell, R.G.1
Dawid, A.P.2
Lauritzen, S.L.3
Spiegelhalter, D.J.4
-
4
-
-
0037322022
-
Mendelian randomization: Can genetic epidemiology contribute to understanding environmental determinants of disease?
-
Davey Smith, G. and Ebrahim, S. (2003) Mendelian randomization: Can genetic epidemiology contribute to understanding environmental determinants of disease? International Journal of Epidemiology, 32, 1-22.
-
(2003)
International Journal of Epidemiology
, vol.32
, pp. 1-22
-
-
Davey, S.G.1
Ebrahim, S.2
-
5
-
-
0002384709
-
Conditional independence in statistical theory (with Discussion)
-
Dawid, A.P. (1979) Conditional independence in statistical theory (with Discussion). Journal of the Royal Statistical Society, Series B, 41, 1-31.
-
(1979)
Journal of the Royal Statistical Society
, vol.41
, Issue.B
, pp. 1-31
-
-
Dawid, A.P.1
-
6
-
-
1542742382
-
Causal inference without counterfactuals (with Discussion)
-
Dawid, A.P. (2000) Causal inference without counterfactuals (with Discussion). Journal of the American Statistical Association, 95, 407-448.
-
(2000)
Journal of the American Statistical Association
, vol.95
, pp. 407-448
-
-
Dawid, A.P.1
-
7
-
-
0036679398
-
Influence diagrams for causal modelling and inference
-
Corrigenda, 70, 437
-
Dawid, A.P. (2002) Influence diagrams for causal modelling and inference. International Statistical Review, 70, 161-189. Corrigenda, 70, 437.
-
(2002)
International Statistical Review
, vol.70
, pp. 161-189
-
-
Dawid, A.P.1
-
8
-
-
4043172374
-
Causal inference using influence diagrams: the problem of partial compliance (with discussion)
-
(eds. PJ. Green, N.L. Hjort and S. Richardson). Oxford University Press
-
Dawid, A.P. (2003) Causal inference using influence diagrams: the problem of partial compliance (with discussion). In Highly Structured Stochastic Systems (eds. PJ. Green, N.L. Hjort and S. Richardson). Oxford University Press, pp. 45-81.
-
(2003)
Highly Structured Stochastic Systems
, pp. 45-81
-
-
Dawid, A.P.1
-
9
-
-
77953165632
-
Counterfactuals, hypothetical and potential responses: A philosophical examination of statistical causality
-
Texts in Philosophy, (eds. F. Russo and J. Williamson). London: College Publications
-
Dawid, A.P. (2007a) Counterfactuals, hypothetical and potential responses: A philosophical examination of statistical causality, in Causality and Probability in the Sciences, Texts in Philosophy, vol. 5 (eds. F. Russo and J. Williamson). London: College Publications, pp. 503-532.
-
(2007)
Causality and Probability in the Sciences
, vol.5
, pp. 503-532
-
-
Dawid, A.P.1
-
10
-
-
84870273403
-
-
Research Report 279, Department of Statistical Science, University College London
-
Dawid, A.P. (2007b) Fundamentals of statistical causality. Research Report 279, Department of Statistical Science, University College London, 94 pp. http://www.ucl.ac.uk/statistics/research/pdfs/rr279.pdf.
-
(2007)
Fundamentals of statistical causality
, pp. 94
-
-
Dawid, A.P.1
-
11
-
-
84862882831
-
Beware of the DAG!
-
(eds. I. Guyon, D. Janzing and B. Schdlkopf)
-
Dawid, A.P. (2010) Beware of the DAG!, in Proceedings of the NIPS 2008 Workshop on Causality, Journal of Machine Learning Research Workshop and Conference Proceedings, vol. 6 (eds. I. Guyon, D. Janzing and B. Schdlkopf), pp. 59-86. http://tinyurl.com/33va7tm.
-
(2010)
Proceedings of the NIPS 2008 Workshop on Causality, Journal of Machine Learning Research Workshop and Conference Proceedings
, vol.6
, pp. 59-86
-
-
Dawid, A.P.1
-
12
-
-
85194832093
-
The role of scientific and statistical evidence in assessing causality
-
(ed. R. Goldberg). Oxford: Hart Publishing
-
Dawid, A.P. (2011) The role of scientific and statistical evidence in assessing causality, in Perspectives on Causation (ed. R. Goldberg). Oxford: Hart Publishing, pp. 133-147.
-
(2011)
Perspectives on Causation
, pp. 133-147
-
-
Dawid, A.P.1
-
14
-
-
34547682094
-
Mendelian randomisation as an instrumental variable approach to causal inference
-
Didelez, V. and Sheehan, N.A. (2007a) Mendelian randomisation as an instrumental variable approach to causal inference. Statistical Methods in Medical Research, 16, 309-330.
-
(2007)
Statistical Methods in Medical Research
, vol.16
, pp. 309-330
-
-
Didelez, V.1
Sheehan, N.A.2
-
15
-
-
34547712563
-
Mendelian randomisation: why epidemiology needs a formal language for causality
-
Texts in Philosophy Series, (eds. F. Russo and J. Williamson). London: College Publications
-
Didelez, V. and Sheehan, N.A. (2007b) Mendelian randomisation: why epidemiology needs a formal language for causality, in Causality and Probability in the Sciences, Texts in Philosophy Series, vol. 5 (eds. F. Russo and J. Williamson). London: College Publications, pp. 263-292.
-
(2007)
Causality and Probability in the Sciences
, vol.5
, pp. 263-292
-
-
Didelez, V.1
Sheehan, N.A.2
-
16
-
-
78751611258
-
Graphical models for inference under outcome-dependent sampling
-
Didelez, V., Kreiner, S. and Keiding, N. (2010) Graphical models for inference under outcome-dependent sampling. Statistical Science, 25, 368-387.
-
(2010)
Statistical Science
, vol.25
, pp. 368-387
-
-
Didelez, V.1
Kreiner, S.2
Keiding, N.3
-
17
-
-
0036188782
-
Principal stratification in causal inference
-
Frangakis, C.E. and Rubin, D.B. (2002) Principal stratification in causal inference. Biometrics, 58,21-29.
-
(2002)
Biometrics
, vol.58
, pp. 21-29
-
-
Frangakis, C.E.1
Rubin, D.B.2
-
18
-
-
84920190680
-
Defining and identifying the effect of treatment on the treated
-
(eds P.M. Illari, F. Russo and J. Williamson). Oxford University Press
-
Geneletti, S. and Dawid, A.P. (2011) Defining and identifying the effect of treatment on the treated, in Causality in the Sciences (eds. P.M. Illari, F. Russo and J. Williamson). Oxford University Press, pp. 728-749.
-
(2011)
Causality in the Sciences
, pp. 728-749
-
-
Geneletti, S.1
Dawid, A.P.2
-
19
-
-
82255187075
-
Sufficient covariates and linear propensity analysis
-
(eds. Y.W. Teh and D.M. Titterington)
-
Guo, H. and Dawid, A.P. (2010) Sufficient covariates and linear propensity analysis, in Proceedings of the Thirteenth International Workshop on Artificial Intelligence and Statistics (AISTATS), 2010, Chia Laguna, Sardinia, Italy, May 13-15, 2010. Journal of Machine Learning Research Workshop and Conference Proceedings (eds. Y.W. Teh and D.M. Titterington), pp. 281-288. http://tinyurl.com/33lmuj7.
-
(2010)
Proceedings of the Thirteenth International Workshop on Artificial Intelligence and Statistics (AISTATS), 2010, Chia Laguna, Sardinia, Italy, May 13-15, 2010. Journal of Machine Learning Research Workshop and Conference Proceedings
, pp. 281-288
-
-
Guo, H.1
Dawid, A.P.2
-
20
-
-
33748106661
-
Instruments for causal inference: an epidemiologist's dream?
-
Hernan, M.A. and Robins, J.M. (2006) Instruments for causal inference: an epidemiologist's dream? Epidemiology, 17, 360-372.
-
(2006)
Epidemiology
, vol.17
, pp. 360-372
-
-
Hernán, M.A.1
Robins, J.M.2
-
22
-
-
0022656494
-
Apolipoprotein E isoforms, serum cholesterol and cancer
-
Katan, M.B. (1986) Apolipoprotein E isoforms, serum cholesterol and cancer. The Lancet, 327 (8479), 507-508.
-
(1986)
The Lancet
, vol.327
, Issue.8479
, pp. 507-508
-
-
Katan, M.B.1
-
23
-
-
1942443141
-
Commentary: Mendelian randomization, 18 years on
-
Katan, M.B. (2004) Commentary: Mendelian randomization, 18 years on. International Journal of Epidemiology, 33, 10-11.
-
(2004)
International Journal of Epidemiology
, vol.33
, pp. 10-11
-
-
Katan, M.B.1
-
24
-
-
84987049628
-
Independence properties of directed Markov fields
-
Lauritzen, S.L., Dawid, A.P., Larsen, B.N. and Leimer, H.G. (1990) Independence properties of directed Markov fields. Networks, 20, 491-505.
-
(1990)
Networks
, vol.20
, pp. 491-505
-
-
Lauritzen, S.L.1
Dawid, A.P.2
Larsen, B.N.3
Leimer, H.G.4
-
26
-
-
33646809746
-
Instrumental variables: applications and limitations
-
Martens, E.P., Pestman, W.R., de Boer, A., Belitser, S.V. and Klungel, O.H. (2006) Instrumental variables: applications and limitations. Epidemiology, 17, 260-267.
-
(2006)
Epidemiology
, vol.17
, pp. 260-267
-
-
Martens, E.P.1
Pestman, W.R.2
de Boer, A.3
Belitser, S.V.4
Klungel, O.H.5
-
27
-
-
84972538789
-
Comment: graphical models, causality and intervention
-
Pearl, J. (1993) Comment: graphical models, causality and intervention. Statistical Science, 8, 266-269.
-
(1993)
Statistical Science
, vol.8
, pp. 266-269
-
-
Pearl, J.1
-
28
-
-
77956888769
-
Causal diagrams for empirical research (with discussion)
-
Pearl, J. (1995) Causal diagrams for empirical research (with discussion). Biometrika, 82, 669-710.
-
(1995)
Biometrika
, vol.82
, pp. 669-710
-
-
Pearl, J.1
-
30
-
-
80052181310
-
Graphical models, potential outcomes and causal inference: comment on Linquist and Sobel
-
Pearl, J. (2011a) Graphical models, potential outcomes and causal inference: comment on Linquist and Sobel. NeuroImage, 58, 770-771.
-
(2011)
NeuroImage
, vol.58
, pp. 770-771
-
-
Pearl, J.1
-
31
-
-
79953676047
-
Principal stratification - a goal or a tool?
-
Pearl, J. (2011b) Principal stratification - a goal or a tool? International Journal of Biostatistics, 7 (1), Article 20.
-
(2011)
International Journal of Biostatistics
, vol.7
, Issue.1
-
-
Pearl, J.1
-
32
-
-
80055025650
-
Transportability of causal and statistical relations: a formal approach
-
(eds W. Burgard and D. Roth). Menlo Park, CA: AAAI Press
-
Pearl, J. and Bareinboim, E. (2011) Transportability of causal and statistical relations: a formal approach, in Proceedings of the 25 th AAAI Conference on Artificial Intelligence (eds. W. Burgard and D. Roth). Menlo Park, CA: AAAI Press, pp. 247-254.
-
(2011)
Proceedings of the 25 th AAAI Conference on Artificial Intelligence
, pp. 247-254
-
-
Pearl, J.1
Bareinboim, E.2
-
33
-
-
0003998394
-
-
Reading, MA: Addison-Wesley
-
Raiffa, H. (1968) Decision Analysis. Reading, MA: Addison-Wesley.
-
(1968)
Decision Analysis
-
-
Raiffa, H.1
-
34
-
-
77951622706
-
The central rôle of the propensity score in observational studies for causal effects
-
Rosenbaum, P.R. and Rubin, D.B. (1983) The central role of the propensity score in observational studies for causal effects. Biometrika, 70, 41-55.
-
(1983)
Biometrika
, vol.70
, pp. 41-55
-
-
Rosenbaum, P.R.1
Rubin, D.B.2
-
35
-
-
58149417330
-
Estimating causal effects of treatments in randomized and nonrandomized studies
-
Rubin, D.B. (1974) Estimating causal effects of treatments in randomized and nonrandomized studies. Journal of Educational Psychology, 66, 688-701.
-
(1974)
Journal of Educational Psychology
, vol.66
, pp. 688-701
-
-
Rubin, D.B.1
-
36
-
-
0002531157
-
Bayesian inference for causal effects: the rôle of randomization
-
Rubin, D.B. (1978) Bayesian inference for causal effects: the role of randomization. Annals of Statistics, 6, 34-68.
-
(1978)
Annals of Statistics
, vol.6
, pp. 34-68
-
-
Rubin, D.B.1
-
38
-
-
85012647231
-
Causal networks: semantics and expressiveness
-
(eds R.D. Shachter, T.S. Levitt, L.N. Kanal and J.F. Lemmer). Amsterdam: North-Hollan
-
Verma, T. and Pearl, J. (1990) Causal networks: semantics and expressiveness, in Uncertainty in Artificial Intelligence 4 (eds. R.D. Shachter, T.S. Levitt, L.N. Kanal and J.F. Lemmer). Amsterdam: North- Holland, pp. 69-76.
-
(1990)
Uncertainty in Artificial Intelligence 4
, pp. 69-76
-
-
Verma, T.1
Pearl, J.2
|