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Rubin, Donald Bruce

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Author ID: rubin.donald-b Recent zbMATH articles by "Rubin, Donald Bruce"
Published as: Rubin, Donald B.; Rubin, D. B.
External Links: MGP · Wikidata · dblp · GND · IdRef
Documents Indexed: 113 Publications since 1973, including 9 Books
1 Contribution as Editor · 1 Further Contribution
Biographic References: 1 Publication
Co-Authors: 68 Co-Authors with 86 Joint Publications
1,577 Co-Co-Authors
all top 5

Co-Authors

29 single-authored
8 Liu, Chuanhai
7 Frangakis, Constantine E.
6 Imbens, Guido Wilhelmus
6 Mealli, Fabrizia
5 Meng, Xiaoli
5 Thomas, Neal
4 Dempster, Arthur Pentland
4 Gelman, Andrew
4 Laird, Nan McKenzie
4 Stern, Hal S.
3 Barnard, John P. M.
3 Carlin, John B.
3 Dasgupta, Tirthankar
3 Hill, Jennifer L.
3 Little, Roderick J. A.
3 Lock Morgan, Kari
3 Rosenbaum, Paul Richard
2 Cochran, William Gemmell
2 Ding, Peng
2 Frumento, Paolo
2 Glynn, Robert J.
2 Hirano, Keisuke
2 Holland, Paul W.
2 Li, Xinran
2 Pacini, Barbara
2 Pillai, Natesh S.
2 Schenker, Nathaniel
2 Stroud, Thomas W. F.
2 Thayer, Dorothy T.
2 Wu, Yingnian
2 Zhang, Junni L.
2 Zhou, Xiao-Hua Andrew
1 Airoldi, Edoardo M.
1 Aitkin, Murray A.
1 An, Ming-Wen
1 Angrist, Joshua David
1 Bakkestrøm, Eskild
1 Barone, John L.
1 Beaton, Albert E.
1 Belin, Thomas R.
1 Bojinov, Iavor I.
1 Brand, Jaap P. L.
1 Branson, Zach J.
1 Christiansen, Karl O.
1 D’Agostino, Ralph B. jun.
1 Dunson, David Brian
1 Ernst, Philip A.
1 Franks, Alexander M.
1 Goodenough, Donald R.
1 Gutman, Roee
1 Hartigan, John A.
1 Heitjan, Daniel F.
1 Hirschhorn, Kurt
1 Hopke, Philip K.
1 Jin, Hui
1 Johansson, Per-Olov
1 Li, Kimhung
1 Lo, Yungtai
1 Lundsteen, Claes
1 Machover Reinisch, June
1 MacKenzie, Ellen J.
1 Madow, William G.
1 McIntosh, Martin M.
1 Mednick, Sarnoff A.
1 Mendell, Nancy Role
1 Mortensen, Erik Lykke
1 Mukerjee, Rahul
1 Murphy, Susan A.
1 Olkin, Ingram
1 Owen, David Roger Jones
1 Philip, John R.
1 Ridder, Geert
1 Robins, James M.
1 Rotnitzky, Andrea G.
1 Sabbaghi, Arman
1 Sanders, Stephanie A.
1 Schulsinger, Fini
1 Schultzberg, Mårten
1 Stocking, Martha L.
1 Stuart, Elizabeth A.
1 Ten Have, Tom
1 Tsutakawa, Robert K.
1 Tukey, John Wilder
1 van Dyk, David A.
1 Vansteelandt, Stijn
1 Vehtari, Akti
1 Wainer, Howard
1 Waterman, Richard P.
1 Weisberg, Sanford
1 Witkin, Herman A.
1 Xiang, Alice
1 Xie, Yu
1 Zhang, Anru
1 Zhou, Quan

Publications by Year

Citations contained in zbMATH Open

103 Publications have been cited 10,550 times in 7,437 Documents Cited by Year
Maximum likelihood from incomplete data via the EM algorithm. Discussion. Zbl 0364.62022
Dempster, A. P.; Laird, N. M.; Rubin, D. B.
1977
Inference from iterative simulation using multiple sequences. Zbl 1386.65060
Gelman, Andrew; Rubin, Donald B.
799
1992
Inference and missing data. With comments. Zbl 0344.62034
Rubin, Donald B.
797
1976
Statistical analysis with missing data. 2nd ed. Zbl 1011.62004
Little, Roderick J. A.; Rubin, Donald B.
559
2002
The central role of the propensity score in observational studies for causal effects. Zbl 0522.62091
Rosenbaum, Paul R.; Rubin, Donald B.
480
1983
Statistical analysis with missing data. Zbl 0665.62004
Little, Roderick J. A.; Rubin, Donald B.
434
1987
Multiple imputation for nonresponse in surveys. Reprint of the 1987 original. Zbl 1070.62007
Rubin, Donald B.
382
2004
Maximum likelihood estimation via the ECM algorithm: A general framework. Zbl 0778.62022
Meng, Xiao-Li; Rubin, Donald B.
371
1993
Bayesian data analysis. 3rd revised and updated ed. Zbl 1279.62004
Gelman, Andrew; Carlin, John B.; Stern, Hal S.; Dunson, David B.; Vehtari, Akti; Rubin, Donald B.
341
2014
Bayesian data analysis. 2nd ed. Zbl 1039.62018
Gelman, Andrew; Carlin, John B.; Stern, Hal S.; Rubin, Donald B.
314
2004
Bayesian inference for causal effects: The role of randomization. Zbl 0383.62021
Rubin, Donald B.
215
1978
Identification of causal effects using instrumental variables. (With discussion). Zbl 0897.62130
Angrist, Joshua D.; Imbens, Guido W.; Rubin, Donald B.
192
1996
Bayesianly justifiable and relevant frequency calculations for the applied statistician. Zbl 0555.62010
Rubin, Donald B.
180
1984
The ECME algorithm: A simple extension of EM and ECM with faster monotone convergence. Zbl 0812.62028
Liu, Chuanhai; Rubin, Donald B.
171
1994
Multiple imputation after 18+ years. (With discussion). Zbl 0869.62014
Rubin, Donald B.
141
1996
Causal inference for statistics, social, and biomedical sciences. An introduction. Zbl 1355.62002
Imbens, Guido W.; Rubin, Donald B.
130
2015
Principal stratification in causal inference. Zbl 1209.62288
Frangakis, Constantine E.; Rubin, Donald B.
128
2002
Ignorability and coarse data. Zbl 0745.62004
Heitjan, Daniel F.; Rubin, Donald B.
109
1991
Parameter expansion to accelerate EM: the PX-EM algorithm. Zbl 0921.62071
Liu, Chuanhai; Rubin, Donald B.; Wu, Ying Nian
90
1998
ML estimation of the \(t\) distribution using EM and its extensions, ECM amd ECME. Zbl 0824.62047
Liu, Chuanhai; Rubin, Donald B.
73
1995
EM algorithms for ML factor analysis. Zbl 0483.62046
Rubin, Donald B.; Thayer, Dorothy T.
65
1982
Causal inference using potential outcomes: design, modeling, decisions. Zbl 1117.62418
Rubin, Donald B.
64
2005
Bayesian inference for causal effects in randomized experiments with noncompliance. Zbl 0877.62005
Imbens, Guido W.; Rubin, Donald B.
61
1997
Multiple imputation for interval estimation from simple random samples with ignorable nonresponse. Zbl 0615.62011
Rubin, Donald B.; Schenker, Nathaniel
59
1986
Addressing complications of intention-to-treat analysis in the combined presence of all-or-none treatment-noncompliance and subsequent missing outcomes. Zbl 0934.62110
Frangakis, Constantine E.; Rubin, Donald B.
57
1999
Fully conditional specification in multivariate imputation. Zbl 1144.62332
van Buuren, S.; Brand, J. P. L.; Groothuis-Oudshoorn, C. G. M.; Rubin, D. B.
55
2006
Estimation and hypothesis testing in finite mixture models. Zbl 0576.62038
Aitkin, Murray; Rubin, Donald B.
44
1985
Assessing the effect of an influenza vaccine in an encouragement design. Zbl 0972.62104
Hirano, Keisuke; Imbens, Guido W.; Rubin, Donald B.; Zhou, Xiao-Hua
41
2000
Using the SIR algorithm to simulate posterior distributions. Zbl 0713.62035
Rubin, D. B.
40
1988
Small-sample degrees of freedom with multiple imputation. Zbl 0942.62025
Barnard, John; Rubin, Donald B.
39
1999
Direct and indirect causal effects via potential outcomes. Zbl 1065.62189
Rubin, Donald B.
38
2004
Estimating outcome distributions for compliers in instrumental variables models. Zbl 0887.90041
Imbens, Guido W.; Rubin, Donald B.
37
1997
Estimation in covariance components models. Zbl 0485.62068
Dempster, A. P.; Rubin, D. B.; Tsutakawa, R. K.
37
1981
Controlling bias in observational studies: a review. Zbl 0291.62012
Cochran, William G.; Rubin, Donald B.
36
1973
Comment on J. Neyman and causal inference in experiments and observational studies: ”On the application of probability theory to agricultural experiments. Essay on principles. Section 9” [Ann. Agric. Sci. 10 (1923), 1–51]. Zbl 0955.01559
Rubin, Donald B.
32
1990
Formalizing subjective notions about the effect of nonrespondents in sample surveys. Zbl 0369.62011
Rubin, Donald B.
31
1977
Using multivariate matched sampling and regression adjustment to control bias in observational studies. Zbl 0413.62047
Rubin, Donald B.
28
1979
Matching using estimated propensity scores: Relating theory to practice. Zbl 0881.62121
Rubin, Donald B.; Thomas, Neal
28
1996
Characterizing the estimation of parameters in incomplete-data problems. Zbl 0291.62036
Rubin, Donald B.
27
1974
Bayesian data analysis. Repr. Zbl 0914.62018
Gelman, Andrew; Carlin, John B.; Stern, Hal S.; Rubin, Donald B.
26
1998
For objective causal inference, design trumps analysis. Zbl 1149.62089
Rubin, Donald B.
26
2008
Testing the number of components in a normal mixture. Zbl 0985.62019
Lo, Yungtai; Mendell, Nancy R.; Rubin, Donald B.
24
2001
Statistical analysis with missing data. 3rd edition. Zbl 1411.62006
Little, Roderick J. A.; Rubin, Donald B.
24
2019
Matched sampling for causal effects. Zbl 1118.62113
Rubin, Donald B.
21
2006
Principal stratification approach to broken randomized experiments: A case study of school choice vouchers in New York City. (With comments and a rejoinder by the authors). Zbl 1047.62120
Barnard, John; Frangakis, Constantine E.; Hill, Jennifer L.; Rubin, Donald B.
18
2003
Rerandomization to improve covariate balance in experiments. Zbl 1274.62509
Morgan, Kari Lock; Rubin, Donald B.
18
2012
Combining panel data sets with attrition and refreshment samples. Zbl 1019.91037
Hirano, Keisuke; Imbens, Guido W.; Ridder, Geert; Rubin, Donald B.
17
2001
Likelihood-based analysis of causal effects of job-training programs using principal stratification. Zbl 1388.62074
Zhang, Junni L.; Rubin, Donald B.; Mealli, Fabrizia
16
2009
Ellipsoidally symmetric extensions of the general location model for mixed categorical and continuous data. Zbl 0954.62071
Liu, Chuanhai; Rubin, Donald B.
16
1998
Bias reduction using Mahalanobis-metric matching. Zbl 0463.62015
Rubin, Donald B.
15
1980
Multiple imputation in mixture models for nonignorable nonresponse with follow-ups. Zbl 0780.62011
Glynn, Robert J.; Laird, Nan M.; Rubin, Donald B.
15
1993
Rounding error in regression: The appropriateness of Sheppard’s corrections. Zbl 0513.65099
Dempster, Arthur P.; Rubin, Donald B.
15
1983
Performing likelihood ratio tests with multiply-imputed data sets. Zbl 0754.62041
Meng, Xiao-Li; Rubin, Donald B.
14
1992
A method for calibrating false-match rates in record linkage. Zbl 0925.62548
Belin, Thomas R.; Rubin, Donald B.
14
1995
On the global and componentwise rates of convergence of the EM algorithm. Zbl 0818.65153
Meng, Xiao-Li; Rubin, Donald B.
14
1994
The acceptability of regression solutions: Another look at computational accuracy. Zbl 0329.62049
Beaton, Albert E.; Rubin, Donald B.; Barone, John L.
14
1976
Causal inference through potential outcomes and principal stratification: application to studies with “censoring” due to death. Zbl 1246.62198
Rubin, Donald B.
14
2006
Principal stratification for causal inference with extended partial compliance. Zbl 1469.62371
Jin, Hui; Rubin, Donald B.
13
2008
Affinely invariant matching methods with ellipsoidal distributions. Zbl 0761.62065
Rubin, Donald B.; Thomas, Neal
13
1992
Clustered encouragement designs with individual noncompliance: Bayesian inference with randomization, and application to advance directive forms. Zbl 1134.62319
Frangakis, Constantine E.; Rubin, Donald B.; Zhou, Xiao-Hua
13
2002
Causal inference from \(2^K\) factorial designs by using potential outcomes. Zbl 1414.62337
Dasgupta, Tirthankar; Pillai, Natesh S.; Rubin, Donald B.
13
2015
Evaluating the effect of training on wages in the presence of noncompliance, nonemployment, and missing outcome data. Zbl 1328.62609
Frumento, Paolo; Mealli, Fabrizia; Pacini, Barbara; Rubin, Donald B.
12
2012
Significance levels from repeated \(p\)-values with multiply-imputed data. Zbl 0823.62009
Li, Kim-Hung; Meng, Xiao-Li; Raghunathan, T. E.; Rubin, Donald B.
11
1991
Characterizing the effect of matching using linear propensity score methods with normal distributions. Zbl 0765.62098
Rubin, Donald B.; Thomas, Neal
11
1992
Principal stratification designs to estimate input data missing due to death. (With discussions and rejoinder). Zbl 1128.62116
Frangakis, Constantine E.; Rubin, Donald B.; An, Ming-Wen; MacKenzie, Ellen
10
2007
Multivariate matching methods that are equal percent bias reducing. I: Some examples. Zbl 0326.62043
Rubin, Donald B.
9
1976
Clarifying missing at random and related definitions, and implications when coupled with exchangeability. Zbl 1390.62042
Mealli, Fabrizia; Rubin, Donald B.
9
2015
The bias due to incomplete matching. Zbl 0607.62137
Rosenbaum, Paul R.; Rubin, Donald B.
8
1985
Iteratively reweighted least squares for linear regression when errors are normal/independent distributed. Zbl 0437.62063
Dempster, A. P.; Laird, Nan M.; Rubin, Donald B.
8
1980
Modeling schizophrenic behavior using general mixture components. Zbl 0874.62134
Rubin, Donald B.; Wu, Ying Nian
8
1997
Addressing an idiosyncrasy in estimating survival curves using double sampling in the presence of self-selected right censoring. Zbl 1209.62220
Frangakis, Constantine E.; Rubin, Donald B.
8
2001
Maximum likelihood estimation of factor analysis using the ECME algorithm with complete and incomplete data. Zbl 1008.62710
Liu, Chuanhai; Rubin, Donald B.
8
1998
Multiple imputation for multivariate data with missing and below-threshold measurements: time-series concentrations of pollutants in the arctic. Zbl 1209.62359
Hopke, Philip K.; Liu, Chuanhai; Rubin, Donald B.
6
2001
Maximum likelihood estimation via the ECM algorithm: Computing the asymptotic variance. Zbl 0824.62021
van Dyk, David A.; Meng, Xiao-Li; Rubin, Donald B.
6
1995
Practical implications of modes of statistical inference for causal effects and the critical role of the assignment mechanism. Zbl 0825.62832
Rubin, Donald B.
6
1991
Evaluating the effects of job training programs on wages through principal stratification. Zbl 1190.91125
Zhang, Junni L.; Rubin, Donald B.; Mealli, Fabrizia
6
2008
Estimating the causal effects of marketing interventions using propensity score methodology. Zbl 1426.62325
Rubin, Donald B.; Waterman, Richard P.
5
2006
Multivariate matching methods that are equal percent bias reducing. II: Maximums on bias reduction for fixed sample sizes. Zbl 0326.62044
Rubin, Donald B.
5
1976
Incomplete data in sample surveys. Volume 2: Theory and bibliographies. Zbl 0561.62008
5
1983
Rerandomization to balance tiers of covariates. Zbl 1373.62417
Morgan, Kari Lock; Rubin, Donald B.
5
2015
Using standard tools from finite population sampling to improve causal inference for complex experiments. Zbl 1398.62213
Mukerjee, Rahul; Dasgupta, Tirthankar; Rubin, Donald B.
5
2018
Asymptotic theory of rerandomization in treatment-control experiments. Zbl 1416.62440
Li, Xinran; Ding, Peng; Rubin, Donald B.
5
2018
Affinely invariant matching methods with discriminant mixtures of proportional ellipsoidally symmetric distributions. Zbl 1246.62159
Rubin, Donald B.; Stuart, Elizabeth A.
5
2006
Comments on the Neyman-Fisher controversy and its consequences. Zbl 1332.62007
Sabbaghi, Arman; Rubin, Donald B.
5
2014
Comment: The design and analysis of gold standard randomized experiments. Zbl 1286.62012
Rubin, Donald B.
4
2008
Drawing inferences from self-selected samples. (Papers from a conference sponsored by Educational Testing Service). Zbl 0613.62148
2
1986
Bayesian break-point forecasting in parallel time series, with application to university admissions. Zbl 0628.62095
Rubin, D. B.; Stroud, T. W. F.
2
1987
Composite points in weighted least squares regressions. Zbl 0466.62057
Rubin, Donald B.
2
1980
Noniterative least squares estimates, standard errors and F-tests for analyses of variance with missing data. Zbl 0344.62062
Rubin, Donald B.
2
1976
Sample size determination using posterior predictive distributions. Zbl 0972.62018
Rubin, Donald B.; Stern, Hal S.
2
1998
The variance of a linear combination of independent estimators using estimated weights. Zbl 0323.62023
Rubin, Donald B.; Weisberg, Sanford
2
1975
Improving covariate balance in \(2^K\) factorial designs via rerandomization with an application to a New York City Department of Education high school study. Zbl 1454.62236
Branson, Zach; Dasgupta, Tirthankar; Rubin, Donald B.
2
2016
Sequential rerandomization. Zbl 06991031
Zhou, Quan; Ernst, Philip A.; Morgan, Kari Lock; Rubin, Donald B.; Zhang, Anru
2
2018
Diagnosing missing always at random in multivariate data. Zbl 1435.62187
Bojinov, Iavor I.; Pillai, Natesh S.; Rubin, Donald B.
1
2020
School choice in NY city: a Bayesian analysis of an imperfect randomized experiment. With discussions by S. Ansolabehere, B. W. Junker, A. Gitelman and a rejoinder by the authors. Zbl 1112.62350
Barnard, John; Frangakis, Constantine; Hill, Jennifer; Rubin, Donald B.
1
2002
Efficiently simulating the coverage properties of interval estimates. Zbl 0614.62035
Rubin, D. B.; Schenker, N.
1
1986
A Fortran algorithm for the additive model in a two-way unbalanced Manova. Zbl 0436.62005
Rubin, Donald B.; Stroud, Thomas W. F.; Thayer, Dorothy
1
1978
Markov-normal analysis of iterative simulations before their convergence. Zbl 0866.62079
Liu, Chuanhai; Rubin, Donald B.
1
1996
The ethics of consulting for the tobacco industry. Zbl 1121.62658
Rubin, D. B.
1
2002
Comparing regressions when some predictor values are missing. Zbl 0336.62039
Rubin, Donald B.
1
1976
Diagnosing missing always at random in multivariate data. Zbl 1435.62187
Bojinov, Iavor I.; Pillai, Natesh S.; Rubin, Donald B.
1
2020
Statistical analysis with missing data. 3rd edition. Zbl 1411.62006
Little, Roderick J. A.; Rubin, Donald B.
24
2019
Using standard tools from finite population sampling to improve causal inference for complex experiments. Zbl 1398.62213
Mukerjee, Rahul; Dasgupta, Tirthankar; Rubin, Donald B.
5
2018
Asymptotic theory of rerandomization in treatment-control experiments. Zbl 1416.62440
Li, Xinran; Ding, Peng; Rubin, Donald B.
5
2018
Sequential rerandomization. Zbl 06991031
Zhou, Quan; Ernst, Philip A.; Morgan, Kari Lock; Rubin, Donald B.; Zhang, Anru
2
2018
Improving covariate balance in \(2^K\) factorial designs via rerandomization with an application to a New York City Department of Education high school study. Zbl 1454.62236
Branson, Zach; Dasgupta, Tirthankar; Rubin, Donald B.
2
2016
The fragility of standard inferential approaches in principal stratification models relative to direct likelihood approaches. Zbl 07260579
Frumento, Paolo; Mealli, Fabrizia; Pacini, Barbara; Rubin, Donald B.
1
2016
Causal inference for statistics, social, and biomedical sciences. An introduction. Zbl 1355.62002
Imbens, Guido W.; Rubin, Donald B.
130
2015
Causal inference from \(2^K\) factorial designs by using potential outcomes. Zbl 1414.62337
Dasgupta, Tirthankar; Pillai, Natesh S.; Rubin, Donald B.
13
2015
Clarifying missing at random and related definitions, and implications when coupled with exchangeability. Zbl 1390.62042
Mealli, Fabrizia; Rubin, Donald B.
9
2015
Rerandomization to balance tiers of covariates. Zbl 1373.62417
Morgan, Kari Lock; Rubin, Donald B.
5
2015
Bayesian data analysis. 3rd revised and updated ed. Zbl 1279.62004
Gelman, Andrew; Carlin, John B.; Stern, Hal S.; Dunson, David B.; Vehtari, Akti; Rubin, Donald B.
341
2014
Comments on the Neyman-Fisher controversy and its consequences. Zbl 1332.62007
Sabbaghi, Arman; Rubin, Donald B.
5
2014
Rerandomization to improve covariate balance in experiments. Zbl 1274.62509
Morgan, Kari Lock; Rubin, Donald B.
18
2012
Evaluating the effect of training on wages in the presence of noncompliance, nonemployment, and missing outcome data. Zbl 1328.62609
Frumento, Paolo; Mealli, Fabrizia; Pacini, Barbara; Rubin, Donald B.
12
2012
Analyses that inform policy decisions. Zbl 1274.62784
Gutman, R.; Rubin, D. B.
1
2012
Likelihood-based analysis of causal effects of job-training programs using principal stratification. Zbl 1388.62074
Zhang, Junni L.; Rubin, Donald B.; Mealli, Fabrizia
16
2009
For objective causal inference, design trumps analysis. Zbl 1149.62089
Rubin, Donald B.
26
2008
Principal stratification for causal inference with extended partial compliance. Zbl 1469.62371
Jin, Hui; Rubin, Donald B.
13
2008
Evaluating the effects of job training programs on wages through principal stratification. Zbl 1190.91125
Zhang, Junni L.; Rubin, Donald B.; Mealli, Fabrizia
6
2008
Comment: The design and analysis of gold standard randomized experiments. Zbl 1286.62012
Rubin, Donald B.
4
2008
Principal stratification designs to estimate input data missing due to death. (With discussions and rejoinder). Zbl 1128.62116
Frangakis, Constantine E.; Rubin, Donald B.; An, Ming-Wen; MacKenzie, Ellen
10
2007
Fully conditional specification in multivariate imputation. Zbl 1144.62332
van Buuren, S.; Brand, J. P. L.; Groothuis-Oudshoorn, C. G. M.; Rubin, D. B.
55
2006
Matched sampling for causal effects. Zbl 1118.62113
Rubin, Donald B.
21
2006
Causal inference through potential outcomes and principal stratification: application to studies with “censoring” due to death. Zbl 1246.62198
Rubin, Donald B.
14
2006
Estimating the causal effects of marketing interventions using propensity score methodology. Zbl 1426.62325
Rubin, Donald B.; Waterman, Richard P.
5
2006
Affinely invariant matching methods with discriminant mixtures of proportional ellipsoidally symmetric distributions. Zbl 1246.62159
Rubin, Donald B.; Stuart, Elizabeth A.
5
2006
Causal inference using potential outcomes: design, modeling, decisions. Zbl 1117.62418
Rubin, Donald B.
64
2005
Multiple imputation for nonresponse in surveys. Reprint of the 1987 original. Zbl 1070.62007
Rubin, Donald B.
382
2004
Bayesian data analysis. 2nd ed. Zbl 1039.62018
Gelman, Andrew; Carlin, John B.; Stern, Hal S.; Rubin, Donald B.
314
2004
Direct and indirect causal effects via potential outcomes. Zbl 1065.62189
Rubin, Donald B.
38
2004
Principal stratification approach to broken randomized experiments: A case study of school choice vouchers in New York City. (With comments and a rejoinder by the authors). Zbl 1047.62120
Barnard, John; Frangakis, Constantine E.; Hill, Jennifer L.; Rubin, Donald B.
18
2003
Statistical analysis with missing data. 2nd ed. Zbl 1011.62004
Little, Roderick J. A.; Rubin, Donald B.
559
2002
Principal stratification in causal inference. Zbl 1209.62288
Frangakis, Constantine E.; Rubin, Donald B.
128
2002
Clustered encouragement designs with individual noncompliance: Bayesian inference with randomization, and application to advance directive forms. Zbl 1134.62319
Frangakis, Constantine E.; Rubin, Donald B.; Zhou, Xiao-Hua
13
2002
School choice in NY city: a Bayesian analysis of an imperfect randomized experiment. With discussions by S. Ansolabehere, B. W. Junker, A. Gitelman and a rejoinder by the authors. Zbl 1112.62350
Barnard, John; Frangakis, Constantine; Hill, Jennifer; Rubin, Donald B.
1
2002
The ethics of consulting for the tobacco industry. Zbl 1121.62658
Rubin, D. B.
1
2002
Model-based analysis to improve the performance of iterative simulations. Zbl 1002.62023
Liu, Chuanhai; Rubin, Donald B.
1
2002
Testing the number of components in a normal mixture. Zbl 0985.62019
Lo, Yungtai; Mendell, Nancy R.; Rubin, Donald B.
24
2001
Combining panel data sets with attrition and refreshment samples. Zbl 1019.91037
Hirano, Keisuke; Imbens, Guido W.; Ridder, Geert; Rubin, Donald B.
17
2001
Addressing an idiosyncrasy in estimating survival curves using double sampling in the presence of self-selected right censoring. Zbl 1209.62220
Frangakis, Constantine E.; Rubin, Donald B.
8
2001
Multiple imputation for multivariate data with missing and below-threshold measurements: time-series concentrations of pollutants in the arctic. Zbl 1209.62359
Hopke, Philip K.; Liu, Chuanhai; Rubin, Donald B.
6
2001
Assessing the effect of an influenza vaccine in an encouragement design. Zbl 0972.62104
Hirano, Keisuke; Imbens, Guido W.; Rubin, Donald B.; Zhou, Xiao-Hua
41
2000
Addressing complications of intention-to-treat analysis in the combined presence of all-or-none treatment-noncompliance and subsequent missing outcomes. Zbl 0934.62110
Frangakis, Constantine E.; Rubin, Donald B.
57
1999
Small-sample degrees of freedom with multiple imputation. Zbl 0942.62025
Barnard, John; Rubin, Donald B.
39
1999
Parameter expansion to accelerate EM: the PX-EM algorithm. Zbl 0921.62071
Liu, Chuanhai; Rubin, Donald B.; Wu, Ying Nian
90
1998
Bayesian data analysis. Repr. Zbl 0914.62018
Gelman, Andrew; Carlin, John B.; Stern, Hal S.; Rubin, Donald B.
26
1998
Ellipsoidally symmetric extensions of the general location model for mixed categorical and continuous data. Zbl 0954.62071
Liu, Chuanhai; Rubin, Donald B.
16
1998
Maximum likelihood estimation of factor analysis using the ECME algorithm with complete and incomplete data. Zbl 1008.62710
Liu, Chuanhai; Rubin, Donald B.
8
1998
Sample size determination using posterior predictive distributions. Zbl 0972.62018
Rubin, Donald B.; Stern, Hal S.
2
1998
Bayesian inference for causal effects in randomized experiments with noncompliance. Zbl 0877.62005
Imbens, Guido W.; Rubin, Donald B.
61
1997
Estimating outcome distributions for compliers in instrumental variables models. Zbl 0887.90041
Imbens, Guido W.; Rubin, Donald B.
37
1997
Modeling schizophrenic behavior using general mixture components. Zbl 0874.62134
Rubin, Donald B.; Wu, Ying Nian
8
1997
Identification of causal effects using instrumental variables. (With discussion). Zbl 0897.62130
Angrist, Joshua D.; Imbens, Guido W.; Rubin, Donald B.
192
1996
Multiple imputation after 18+ years. (With discussion). Zbl 0869.62014
Rubin, Donald B.
141
1996
Matching using estimated propensity scores: Relating theory to practice. Zbl 0881.62121
Rubin, Donald B.; Thomas, Neal
28
1996
Markov-normal analysis of iterative simulations before their convergence. Zbl 0866.62079
Liu, Chuanhai; Rubin, Donald B.
1
1996
ML estimation of the \(t\) distribution using EM and its extensions, ECM amd ECME. Zbl 0824.62047
Liu, Chuanhai; Rubin, Donald B.
73
1995
A method for calibrating false-match rates in record linkage. Zbl 0925.62548
Belin, Thomas R.; Rubin, Donald B.
14
1995
Maximum likelihood estimation via the ECM algorithm: Computing the asymptotic variance. Zbl 0824.62021
van Dyk, David A.; Meng, Xiao-Li; Rubin, Donald B.
6
1995
The ECME algorithm: A simple extension of EM and ECM with faster monotone convergence. Zbl 0812.62028
Liu, Chuanhai; Rubin, Donald B.
171
1994
On the global and componentwise rates of convergence of the EM algorithm. Zbl 0818.65153
Meng, Xiao-Li; Rubin, Donald B.
14
1994
Maximum likelihood estimation via the ECM algorithm: A general framework. Zbl 0778.62022
Meng, Xiao-Li; Rubin, Donald B.
371
1993
Multiple imputation in mixture models for nonignorable nonresponse with follow-ups. Zbl 0780.62011
Glynn, Robert J.; Laird, Nan M.; Rubin, Donald B.
15
1993
Inference from iterative simulation using multiple sequences. Zbl 1386.65060
Gelman, Andrew; Rubin, Donald B.
799
1992
Performing likelihood ratio tests with multiply-imputed data sets. Zbl 0754.62041
Meng, Xiao-Li; Rubin, Donald B.
14
1992
Affinely invariant matching methods with ellipsoidal distributions. Zbl 0761.62065
Rubin, Donald B.; Thomas, Neal
13
1992
Characterizing the effect of matching using linear propensity score methods with normal distributions. Zbl 0765.62098
Rubin, Donald B.; Thomas, Neal
11
1992
Ignorability and coarse data. Zbl 0745.62004
Heitjan, Daniel F.; Rubin, Donald B.
109
1991
Significance levels from repeated \(p\)-values with multiply-imputed data. Zbl 0823.62009
Li, Kim-Hung; Meng, Xiao-Li; Raghunathan, T. E.; Rubin, Donald B.
11
1991
Practical implications of modes of statistical inference for causal effects and the critical role of the assignment mechanism. Zbl 0825.62832
Rubin, Donald B.
6
1991
Comment on J. Neyman and causal inference in experiments and observational studies: ”On the application of probability theory to agricultural experiments. Essay on principles. Section 9” [Ann. Agric. Sci. 10 (1923), 1–51]. Zbl 0955.01559
Rubin, Donald B.
32
1990
Using the SIR algorithm to simulate posterior distributions. Zbl 0713.62035
Rubin, D. B.
40
1988
Statistical analysis with missing data. Zbl 0665.62004
Little, Roderick J. A.; Rubin, Donald B.
434
1987
Bayesian break-point forecasting in parallel time series, with application to university admissions. Zbl 0628.62095
Rubin, D. B.; Stroud, T. W. F.
2
1987
Multiple imputation for interval estimation from simple random samples with ignorable nonresponse. Zbl 0615.62011
Rubin, Donald B.; Schenker, Nathaniel
59
1986
Drawing inferences from self-selected samples. (Papers from a conference sponsored by Educational Testing Service). Zbl 0613.62148
2
1986
Efficiently simulating the coverage properties of interval estimates. Zbl 0614.62035
Rubin, D. B.; Schenker, N.
1
1986
Estimation and hypothesis testing in finite mixture models. Zbl 0576.62038
Aitkin, Murray; Rubin, Donald B.
44
1985
The bias due to incomplete matching. Zbl 0607.62137
Rosenbaum, Paul R.; Rubin, Donald B.
8
1985
Bayesianly justifiable and relevant frequency calculations for the applied statistician. Zbl 0555.62010
Rubin, Donald B.
180
1984
The central role of the propensity score in observational studies for causal effects. Zbl 0522.62091
Rosenbaum, Paul R.; Rubin, Donald B.
480
1983
Rounding error in regression: The appropriateness of Sheppard’s corrections. Zbl 0513.65099
Dempster, Arthur P.; Rubin, Donald B.
15
1983
Incomplete data in sample surveys. Volume 2: Theory and bibliographies. Zbl 0561.62008
5
1983
EM algorithms for ML factor analysis. Zbl 0483.62046
Rubin, Donald B.; Thayer, Dorothy T.
65
1982
Estimation in covariance components models. Zbl 0485.62068
Dempster, A. P.; Rubin, D. B.; Tsutakawa, R. K.
37
1981
Bias reduction using Mahalanobis-metric matching. Zbl 0463.62015
Rubin, Donald B.
15
1980
Iteratively reweighted least squares for linear regression when errors are normal/independent distributed. Zbl 0437.62063
Dempster, A. P.; Laird, Nan M.; Rubin, Donald B.
8
1980
Composite points in weighted least squares regressions. Zbl 0466.62057
Rubin, Donald B.
2
1980
Using multivariate matched sampling and regression adjustment to control bias in observational studies. Zbl 0413.62047
Rubin, Donald B.
28
1979
Bayesian inference for causal effects: The role of randomization. Zbl 0383.62021
Rubin, Donald B.
215
1978
A Fortran algorithm for the additive model in a two-way unbalanced Manova. Zbl 0436.62005
Rubin, Donald B.; Stroud, Thomas W. F.; Thayer, Dorothy
1
1978
Maximum likelihood from incomplete data via the EM algorithm. Discussion. Zbl 0364.62022
Dempster, A. P.; Laird, N. M.; Rubin, D. B.
1977
Formalizing subjective notions about the effect of nonrespondents in sample surveys. Zbl 0369.62011
Rubin, Donald B.
31
1977
Inference and missing data. With comments. Zbl 0344.62034
Rubin, Donald B.
797
1976
The acceptability of regression solutions: Another look at computational accuracy. Zbl 0329.62049
Beaton, Albert E.; Rubin, Donald B.; Barone, John L.
14
1976
Multivariate matching methods that are equal percent bias reducing. I: Some examples. Zbl 0326.62043
Rubin, Donald B.
9
1976
Multivariate matching methods that are equal percent bias reducing. II: Maximums on bias reduction for fixed sample sizes. Zbl 0326.62044
Rubin, Donald B.
5
1976
Noniterative least squares estimates, standard errors and F-tests for analyses of variance with missing data. Zbl 0344.62062
Rubin, Donald B.
2
1976
Comparing regressions when some predictor values are missing. Zbl 0336.62039
Rubin, Donald B.
1
1976
...and 3 more Documents
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Cited by 11,508 Authors

59 Molenberghs, Geert
53 McNicholas, Paul D.
46 Lin, Tsung I.
45 Lachos Dávila, Víctor Hugo
38 Balakrishnan, Narayanaswamy
35 Ganjali, Mojtaba
34 Punzo, Antonio
27 Rubin, Donald Bruce
27 Verbeke, Geert N.
26 Ibrahim, Joseph George
25 Celeux, Gilles
25 Small, Dylan S.
25 Tang, Niansheng
25 Tian, Guoliang
25 Wang, Wan-Lun
23 Bolfarine, Heleno
23 Little, Roderick J. A.
22 Bartolucci, Francesco
22 Bouveyron, Charles
22 Lee, Sik-Yum
21 Gelman, Andrew
21 Gilbert, Peter B.
21 Govaert, Gérard
21 Murphy, Thomas Brendan
21 Van der Laan, Mark Johannes
20 Melnykov, Volodymyr
20 Wang, Qihua
19 Biernacki, Christophe
19 McLachlan, Geoffrey John
19 Robins, James M.
19 Viroli, Cinzia
18 Ding, Peng
18 Kenward, Michael G.
18 Singh, Garib Nath
17 Arellano-Valle, Reinaldo Boris
17 Browne, Ryan P.
17 Ingrassia, Salvatore
17 Mealli, Fabrizia
17 Reiter, Jerome P.
17 Tang, Manlai
17 Tsiatis, Anastasios A.
16 Baghfalaki, Taban
16 Dominici, Francesca
16 Dunson, David Brian
16 Jamalizadeh, Ahad
16 Li, Fan
16 Maleki, Mohsen
16 Vansteelandt, Stijn
15 Böhning, Dankmar
15 Castro, Luis Mauricio
15 Chen, Minghui
14 Cook, Richard J.
14 Cordeiro, Gauss Moutinho
14 De Boeck, Paul
14 DeSarbo, Wayne S.
14 Dey, Dipak Kumar
14 Harel, Ofer
14 Josse, Julie
14 Lipsitz, Stuart R.
14 Rosenbaum, Paul Richard
14 Song, Xinyuan
14 Tripathi, Yogesh Mani
14 VanderWeele, Tyler J.
13 Cancho, Vicente Garibay
13 Frangakis, Constantine E.
13 Geng, Zhi
13 Qin, Jing
13 Robert, Christian P. Robert
13 Vermunt, Jeroen K.
13 Zhu, Xuwen
12 Banerjee, Sudipto
12 Daniels, Michael J.
12 Hoijtink, Herbert
12 Huang, Yangxin
12 Kim, Hea-Jung
12 Kim, Jae Kwang
12 Latouche, Pierre
12 Samson, Adeline
12 Vilca, Filidor
12 Zhou, Xiao-Hua Andrew
12 Zhu, Lixing
11 Arslan, Olcay
11 Bühlmann, Peter
11 Cabral, Celso Rômulo Barbosa
11 Elliott, Michael R.
11 Fitzmaurice, Garrett Martin
11 Follmann, Dean A.
11 Imbens, Guido Wilhelmus
11 Jacques, Julien
11 Lesaffre, Emmanuel M. E. H.
11 Meng, Xiaoli
11 Ortega, Edwin Moises Marcos
11 Pan, Wei
11 Robin, Stéphane
11 Scharfstein, Daniel O.
11 Schaubel, Douglas E.
11 Wu, Rongling
11 Xu, Wangli
11 Yao, Weixin
11 Yuan, Kehai
...and 11,408 more Authors
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