-
1
-
-
10044244019
-
Estimating treatment effects for discrete outcomes when responses to treatment vary, An application to Norwegian vocational rehabilitation programs
-
Aakvik, A., J. J. Heckman, and E. J. Vytlacil. 2005. Estimating treatment effects for discrete outcomes when responses to treatment vary: An application to Norwegian vocational rehabilitation programs. Journal of Econometrics 125:15-51.
-
(2005)
Journal of Econometrics
, vol.125
, pp. 15-51
-
-
Aakvik, A.1
Heckman, J.J.2
Vytlacil, E.J.3
-
2
-
-
33749045048
-
Implementing matching estimators for average treatment effects in stata
-
Abadie, A., D. Drukker, J. L. Herr, and G.W. Imbens. 2001. Implementing matching estimators for average treatment effects in stata. The Stata Journal 1:1-18.
-
(2001)
The Stata Journal
, vol.1
, pp. 1-18
-
-
Abadie, A.1
Drukker, D.2
Herr, J.L.3
Imbens, G.W.4
-
3
-
-
84976176370
-
Mass political attitudes and the survey response
-
Achen, C. H. 1975. Mass political attitudes and the survey response. American Political Science Review 69:1218-31.
-
(1975)
American Political Science Review
, vol.69
, pp. 1218-1231
-
-
Achen, C.H.1
-
4
-
-
84972284432
-
A new model for old measures, A covariance structure analysis of political efficacy
-
Acock, A. C., H. D. Clarke, and M. C. Stewart. 1985. A new model for old measures: A covariance structure analysis of political efficacy. Journal of Politics 47:1062-84.
-
(1985)
Journal of Politics
, vol.47
, pp. 1062-1084
-
-
Acock, A.C.1
Clarke, H.D.2
Stewart, M.C.3
-
6
-
-
0041743094
-
Principal stratification approach to broken randomized experiments, A case study of school choice vouchers in New York city
-
Barnard, J., C. E. Frangakis, J. L. Hill, and D. B. Rubin. 2003. Principal stratification approach to broken randomized experiments: A case study of school choice vouchers in New York city. Journal of the American Statistical Association 98:299-323.
-
(2003)
Journal of the American Statistical Association
, vol.98
, pp. 299-323
-
-
Barnard, J.1
Frangakis, C.E.2
Hill, J.L.3
Rubin, D.B.4
-
7
-
-
4744359101
-
The impact of personality on cognitive, behavioral, and affective political processes, The effects of need to evaluate
-
Bizer, G. Y., J. A. Krosnick, A. L. Holbrook, S. C. Wheeler, D. D. Rucker, and R. E. Petty. 2004. The impact of personality on cognitive, behavioral, and affective political processes: The effects of need to evaluate. Journal of Personality 72:995-1027.
-
(2004)
Journal of Personality
, vol.72
, pp. 995-1027
-
-
Bizer, G.Y.1
Krosnick, J.A.2
Holbrook, A.L.3
Wheeler, S.C.4
Rucker, D.D.5
Petty, R.E.6
-
8
-
-
0001924720
-
The estimation of wage gains and welfare gains in self-selection models
-
Björkland, A., and R. Moffitt. 1987. The estimation of wage gains and welfare gains in self-selection models. The Review of Economics and Statistics 69:42-9.
-
(1987)
The Review of Economics and Statistics
, vol.69
, pp. 42-49
-
-
Björkland, A.1
Moffitt, R.2
-
14
-
-
0000741850
-
Addressing complications of intention-totreat analysis in the combined presence of all-ornone treatment-noncompliance and subsequent missing outcomes
-
Frangakis, C. E., and D. B. Rubin. 1999. Addressing complications of intention-totreat analysis in the combined presence of all-ornone treatment-noncompliance and subsequent missing outcomes. Biometrika 86:365-79.
-
(1999)
Biometrika
, vol.86
, pp. 365-379
-
-
Frangakis, C.E.1
Rubin, D.B.2
-
15
-
-
0036188782
-
Principal stratification in causal inference
-
Frangakis, C. E., and D. B. Rubin. 2002. Principal stratification in causal inference. Biometrics 58:21-9.
-
(2002)
Biometrics
, vol.58
, pp. 21-29
-
-
Frangakis, C.E.1
Rubin, D.B.2
-
16
-
-
0002765045
-
Assessing the effect of an influenza vaccine in an encouragement design
-
Hirano, K., G. W. Imbens, and D. B. R. X.-H. Zhou. 2000. Assessing the effect of an influenza vaccine in an encouragement design. Biostatistics 1:69-88.
-
(2000)
Biostatistics
, vol.1
, pp. 69-88
-
-
Hirano, K.1
Imbens, G.W.2
Zhou, D.-H.3
-
17
-
-
70249137182
-
-
Technical report. Cambridge, MA, Harvard University. (accessed March 28, 2011)
-
Ho, D. E., K. Imai, G. King, and E. A. Stuart. 2004. Matchit: Matching as nonparametric preprocessing for causal inference. Technical report. Cambridge, MA: Harvard University. http://gking.harvard.edu/matchit/ (accessed March 28, 2011).
-
(2004)
Matchit, Matching as nonparametric preprocessing for causal inference
-
-
Ho, D.E.1
Imai, K.2
King, G.3
Stuart, E.A.4
-
18
-
-
34249885738
-
Matching as nonparametric preprocessing for reducing model dependence in parametric causal inference
-
Ho, D. E., K. Imai, G. King, and E. A. Stuart. 2007. Matching as nonparametric preprocessing for reducing model dependence in parametric causal inference. Political Analysis 15:199-236.
-
(2007)
Political Analysis
, vol.15
, pp. 199-236
-
-
Ho, D.E.1
Imai, K.2
King, G.3
Stuart, E.A.4
-
20
-
-
34250686881
-
Designing and analyzing randomized experiments Application to a Japanese election survey experiment
-
Horiuchi, Y., K. Imai, and N. Taniguchi. 2007. Designing and analyzing randomized experiments: Application to a Japanese election survey experiment. American Journal of Political Science 51:669-87.
-
(2007)
American Journal of Political Science
, vol.51
, pp. 669-687
-
-
Horiuchi, Y.1
Imai, K.2
Taniguchi, N.3
-
21
-
-
79959747398
-
-
Experiment, version 1.1-0, noncompli function, Documentation available at (accessed March 28, 2011)
-
Imai, K. 2009. Experiment, version 1.1-0, noncompli function, Bayesian analysis of randomized experiments with noncompliance and missing outcomes under the assumption of latent ignorability. Documentation available at http://imai.princeton.edu (accessed March 28, 2011).
-
(2009)
Bayesian analysis of randomized experiments with noncompliance and missing outcomes under the assumption of latent ignorability
-
-
Imai, K.1
-
22
-
-
40549104115
-
Misunderstandings among experimentalists and observationalists about causal inference
-
Imai, K., G. King, and E. A. Stuart. 2008. Misunderstandings among experimentalists and observationalists about causal inference. Journal of the Royal Statistical Society, Series A: Statistics in Society 171:481-502.
-
(2008)
Journal of the Royal Statistical Society, Series A: Statistics in Society
, vol.171
, pp. 481-502
-
-
Imai, K.1
King, G.2
Stuart, E.A.3
-
23
-
-
77954275292
-
Causal inference with differential measurement error Nonparametric identification and sensitivity analysis
-
Imai, K., and T. Yamamoto. 2010. Causal inference with differential measurement error:Nonparametric identification and sensitivity analysis. American Journal of Political Science 54:543-60.
-
(2010)
American Journal of Political Science
, vol.54
, pp. 543-560
-
-
Imai, K.1
Yamamoto, T.2
-
24
-
-
1842429563
-
Nonparametric estimation of average treatment effects under exogeneity: A review
-
Imbens, G. W. 2004. Nonparametric estimation of average treatment effects under exogeneity: A review. The Review of Economics and Statistics 86:4-29.
-
(2004)
The Review of Economics and Statistics
, vol.86
, pp. 4-29
-
-
Imbens, G.W.1
-
25
-
-
0031535102
-
Bayesian inference for causal effects in randomized experiments with noncompliance
-
Imbens, G. W., and D. B. Rubin. 1997. Bayesian inference for causal effects in randomized experiments with noncompliance. The Annals of Statistics 25:305-27.
-
(1997)
The Annals of Statistics
, vol.25
, pp. 305-327
-
-
Imbens, G.W.1
Rubin, D.B.2
-
26
-
-
0347574107
-
Estimation and inference via Bayesian simulation An introduction to Markov chain Monte Carlo
-
Jackman, S. 2000. Estimation and inference via Bayesian simulation: An introduction to Markov chain Monte Carlo. American Journal of Political Science 44:369-98.
-
(2000)
American Journal of Political Science
, vol.44
, pp. 369-398
-
-
Jackman, S.1
-
27
-
-
6944251229
-
Analyzing a randomized trial on breast self-examination with noncompliance and missing outcomes
-
Mealli, F., G. W. Imbens, S. Ferro, and A. Biggeri. 2004. Analyzing a randomized trial on breast self-examination with noncompliance and missing outcomes. Biostatistics 5:207-22.
-
(2004)
Biostatistics
, vol.5
, pp. 207-222
-
-
Mealli, F.1
Imbens, G.W.2
Ferro, S.3
Biggeri, A.4
-
28
-
-
0347985212
-
Commentary, Assumptions allowing the estimation of direct causal effects
-
Mealli, F., and D. B. Rubin. 2003. Commentary: Assumptions allowing the estimation of direct causal effects. Journal of Econometrics 112:79-87.
-
(2003)
Journal of Econometrics
, vol.112
, pp. 79-87
-
-
Mealli, F.1
Rubin, D.B.2
-
29
-
-
33749379629
-
Maximum likelihood estimation of endogenous switching and sample selection model for binary, count, and ordinal variables
-
Miranda, A., and S. Rabe-Hesketh. 2006. Maximum likelihood estimation of endogenous switching and sample selection model for binary, count, and ordinal variables. The Stata Journal 6:285-308.
-
(2006)
The Stata Journal
, vol.6
, pp. 285-308
-
-
Miranda, A.1
Rabe-Hesketh, S.2
-
31
-
-
17444430363
-
Deliberation, democratic decision-making and internal political efficacy
-
Morrell, M. 2005. Deliberation, democratic decision-making and internal political efficacy. Political Behavior 27:49-69.
-
(2005)
Political Behavior
, vol.27
, pp. 49-69
-
-
Morrell, M.1
-
32
-
-
0033261632
-
Applications and extensions of MCMC in IRT, Multiple item types, missing data, and rated responses
-
Patz, R. J., and B. W. Junker. 1999. Applications and extensions of MCMC in IRT: Multiple item types, missing data, and rated responses. Journal of Educational and Behavioral Statistics 24:342-66.
-
(1999)
Journal of Educational and Behavioral Statistics
, vol.24
, pp. 342-366
-
-
Patz, R.J.1
Junker, B.W.2
-
33
-
-
84945581878
-
Constructing a control group using multivariate matched sampling methods that incorporate the propensity score
-
Rosenbaum, P. R., and D. B. Rubin. 1985. Constructing a control group using multivariate matched sampling methods that incorporate the propensity score. The American Statistician 39:33-8.
-
(1985)
The American Statistician
, vol.39
, pp. 33-38
-
-
Rosenbaum, P.R.1
Rubin, D.B.2
-
34
-
-
58149417330
-
Estimating casual effects of treatments in randomized and nonrandomized studies
-
Rubin, D. B. 1974. Estimating casual 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
-
35
-
-
85053675227
-
-
Boca Raton, FL, Chapman and Hall
-
Skrondal, A., and S. Rabe-Hesketh. 2004. Generalized latent variable modeling: Multilevel, longitudinal, and structural equation models. Boca Raton, FL: Chapman and Hall.
-
(2004)
Generalized latent variable modeling, Multilevel, longitudinal, and structural equation models
-
-
Skrondal, A.1
Rabe-Hesketh, S.2
-
37
-
-
0000414550
-
Estimating count data with endogenous switching, Sample selection and endogenous treatment effects
-
Terza, J. V. 1998. Estimating count data with endogenous switching: Sample selection and endogenous treatment effects. Journal of Econometrics 84:129-54.
-
(1998)
Journal of Econometrics
, vol.84
, pp. 129-154
-
-
Terza, J.V.1
|