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Rubin, Donald Bruce

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: 118 Publications since 1973, including 9 Books
1 Contribution as Editor · 1 Further Contribution
Biographic References: 1 Publication
Co-Authors: 72 Co-Authors with 89 Joint Publications
1,849 Co-Co-Authors
all top 5

Co-Authors

30 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 Rosenbaum, Paul Richard
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
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 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 Espinosa, Valeria
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 Lee, Joseph J.
1 Li, Kimhung
1 Lo, Yungtai
1 Lundsteen, Claes
1 Machover Reinisch, June
1 MacKenzie, Ellen J.
1 Madow, William G.
1 McIntosh, Martin W.
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 Ross
1 Philip, John R.
1 Raghunathan, Trivellore E.
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 Yin, Guosheng
1 Zhang, Anru
1 Zhang, Hengtao
1 Zhou, Quan

Publications by Year

Citations contained in zbMATH Open

110 Publications have been cited 13,739 times in 9,455 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.
995
1992
Inference and missing data. With comments. Zbl 0344.62034
Rubin, Donald B.
958
1976
Statistical analysis with missing data. 2nd ed. Zbl 1011.62004
Little, Roderick J. A.; Rubin, Donald B.
928
2002
The central role of the propensity score in observational studies for causal effects. Zbl 0522.62091
Rosenbaum, Paul R.; Rubin, Donald B.
653
1983
Statistical analysis with missing data. Zbl 0665.62004
Little, Roderick J. A.; Rubin, Donald B.
619
1987
Multiple imputation for nonresponse in surveys. Reprint of the 1987 original. Zbl 1070.62007
Rubin, Donald B.
603
2004
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.
553
2014
Bayesian data analysis. 2nd ed. Zbl 1039.62018
Gelman, Andrew; Carlin, John B.; Stern, Hal S.; Rubin, Donald B.
497
2004
Maximum likelihood estimation via the ECM algorithm: A general framework. Zbl 0778.62022
Meng, Xiao-Li; Rubin, Donald B.
431
1993
Identification of causal effects using instrumental variables. (With discussion). Zbl 0897.62130
Angrist, Joshua D.; Imbens, Guido W.; Rubin, Donald B.
263
1996
Bayesian inference for causal effects: The role of randomization. Zbl 0383.62021
Rubin, Donald B.
259
1978
Causal inference for statistics, social, and biomedical sciences. An introduction. Zbl 1355.62002
Imbens, Guido W.; Rubin, Donald B.
251
2015
Bayesianly justifiable and relevant frequency calculations for the applied statistician. Zbl 0555.62010
Rubin, Donald B.
210
1984
The ECME algorithm: A simple extension of EM and ECM with faster monotone convergence. Zbl 0812.62028
Liu, Chuanhai; Rubin, Donald B.
191
1994
Multiple imputation after 18+ years. (With discussion). Zbl 0869.62014
Rubin, Donald B.
168
1996
Principal stratification in causal inference. Zbl 1209.62288
Frangakis, Constantine E.; Rubin, Donald B.
153
2002
Ignorability and coarse data. Zbl 0745.62004
Heitjan, Daniel F.; Rubin, Donald B.
122
1991
Parameter expansion to accelerate EM: the PX-EM algorithm. Zbl 0921.62071
Liu, Chuanhai; Rubin, Donald B.; Wu, Ying Nian
99
1998
Causal inference using potential outcomes: design, modeling, decisions. Zbl 1117.62418
Rubin, Donald B.
95
2005
ML estimation of the \(t\) distribution using EM and its extensions, ECM amd ECME. Zbl 0824.62047
Liu, Chuanhai; Rubin, Donald B.
88
1995
Statistical analysis with missing data. 3rd edition. Zbl 1411.62006
Little, Roderick J. A.; Rubin, Donald B.
86
2019
Fully conditional specification in multivariate imputation. Zbl 1144.62332
van Buuren, S.; Brand, J. P. L.; Groothuis-Oudshoorn, C. G. M.; Rubin, D. B.
74
2006
EM algorithms for ML factor analysis. Zbl 0483.62046
Rubin, Donald B.; Thayer, Dorothy T.
74
1982
Multiple imputation for interval estimation from simple random samples with ignorable nonresponse. Zbl 0615.62011
Rubin, Donald B.; Schenker, Nathaniel
69
1986
Bayesian inference for causal effects in randomized experiments with noncompliance. Zbl 0877.62005
Imbens, Guido W.; Rubin, Donald B.
68
1997
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.
61
1999
Using the SIR algorithm to simulate posterior distributions. Zbl 0713.62035
Rubin, D. B.
52
1988
Estimating outcome distributions for compliers in instrumental variables models. Zbl 0887.90041
Imbens, Guido W.; Rubin, Donald B.
49
1997
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.
48
1990
Estimation and hypothesis testing in finite mixture models. Zbl 0576.62038
Aitkin, Murray; Rubin, Donald B.
48
1985
Controlling bias in observational studies: a review. Zbl 0291.62012
Cochran, William G.; Rubin, Donald B.
48
1973
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
45
2000
Small-sample degrees of freedom with multiple imputation. Zbl 0942.62025
Barnard, John; Rubin, Donald B.
44
1999
Rerandomization to improve covariate balance in experiments. Zbl 1274.62509
Morgan, Kari Lock; Rubin, Donald B.
43
2012
Direct and indirect causal effects via potential outcomes. Zbl 1065.62189
Rubin, Donald B.
42
2004
Using multivariate matched sampling and regression adjustment to control bias in observational studies. Zbl 0413.62047
Rubin, Donald B.
41
1979
For objective causal inference, design trumps analysis. Zbl 1149.62089
Rubin, Donald B.
40
2008
Estimation in covariance components models. Zbl 0485.62068
Dempster, A. P.; Rubin, D. B.; Tsutakawa, R. K.
37
1981
Formalizing subjective notions about the effect of nonrespondents in sample surveys. Zbl 0369.62011
Rubin, Donald B.
34
1977
Matching using estimated propensity scores: Relating theory to practice. Zbl 0881.62121
Rubin, Donald B.; Thomas, Neal
33
1996
Testing the number of components in a normal mixture. Zbl 0985.62019
Lo, Yungtai; Mendell, Nancy R.; Rubin, Donald B.
30
2001
Characterizing the estimation of parameters in incomplete-data problems. Zbl 0291.62036
Rubin, Donald B.
30
1974
Bayesian data analysis. Repr. Zbl 0914.62018
Gelman, Andrew; Carlin, John B.; Stern, Hal S.; Rubin, Donald B.
28
1998
Matched sampling for causal effects. Zbl 1118.62113
Rubin, Donald B.
27
2006
Causal inference from \(2^K\) factorial designs by using potential outcomes. Zbl 1414.62337
Dasgupta, Tirthankar; Pillai, Natesh S.; Rubin, Donald B.
23
2015
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.
21
2003
Bias reduction using Mahalanobis-metric matching. Zbl 0463.62015
Rubin, Donald B.
21
1980
Asymptotic theory of rerandomization in treatment-control experiments. Zbl 1416.62440
Li, Xinran; Ding, Peng; Rubin, Donald B.
21
2018
Combining panel data sets with attrition and refreshment samples. Zbl 1019.91037
Hirano, Keisuke; Imbens, Guido W.; Ridder, Geert; Rubin, Donald B.
20
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
17
2009
Rerandomization to balance tiers of covariates. Zbl 1373.62417
Morgan, Kari Lock; Rubin, Donald B.
17
2015
Ellipsoidally symmetric extensions of the general location model for mixed categorical and continuous data. Zbl 0954.62071
Liu, Chuanhai; Rubin, Donald B.
17
1998
A method for calibrating false-match rates in record linkage. Zbl 0925.62548
Belin, Thomas R.; Rubin, Donald B.
17
1995
Principal stratification for causal inference with extended partial compliance. Zbl 1469.62371
Jin, Hui; Rubin, Donald B.
17
2008
Rounding error in regression: The appropriateness of Sheppard’s corrections. Zbl 0513.65099
Dempster, Arthur P.; Rubin, Donald B.
17
1983
Performing likelihood ratio tests with multiply-imputed data sets. Zbl 0754.62041
Meng, Xiao-Li; Rubin, Donald B.
16
1992
Multiple imputation in mixture models for nonignorable nonresponse with follow-ups. Zbl 0780.62011
Glynn, Robert J.; Laird, Nan M.; Rubin, Donald B.
16
1993
Causal inference through potential outcomes and principal stratification: application to studies with “censoring” due to death. Zbl 1246.62198
Rubin, Donald B.
15
2006
On the global and componentwise rates of convergence of the EM algorithm. Zbl 0818.65153
Meng, Xiao-Li; Rubin, Donald B.
15
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
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
14
2002
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.
14
2012
Affinely invariant matching methods with ellipsoidal distributions. Zbl 0761.62065
Rubin, Donald B.; Thomas, Neal
13
1992
Clarifying missing at random and related definitions, and implications when coupled with exchangeability. Zbl 1390.62042
Mealli, Fabrizia; Rubin, Donald B.
13
2015
Sequential rerandomization. Zbl 1499.62279
Zhou, Quan; Ernst, Philip A.; Morgan, Kari Lock; Rubin, Donald B.; Zhang, Anru
13
2018
Characterizing the effect of matching using linear propensity score methods with normal distributions. Zbl 0765.62098
Rubin, Donald B.; Thomas, Neal
12
1992
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.
12
1991
Using standard tools from finite population sampling to improve causal inference for complex experiments. Zbl 1398.62213
Mukerjee, Rahul; Dasgupta, Tirthankar; Rubin, Donald B.
12
2018
Incomplete data in sample surveys. Volume 2: Theory and bibliographies. Zbl 0561.62008
11
1983
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.
11
1980
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
Modeling schizophrenic behavior using general mixture components. Zbl 0874.62134
Rubin, Donald B.; Wu, Ying Nian
9
1997
Maximum likelihood estimation of factor analysis using the ECME algorithm with complete and incomplete data. Zbl 1008.62710
Liu, Chuanhai; Rubin, Donald B.
9
1998
Multivariate matching methods that are equal percent bias reducing. I: Some examples. Zbl 0326.62043
Rubin, Donald B.
9
1976
The bias due to incomplete matching. Zbl 0607.62137
Rosenbaum, Paul R.; Rubin, Donald B.
9
1985
Comments on the Neyman-Fisher controversy and its consequences. Zbl 1332.62007
Sabbaghi, Arman; Rubin, Donald B.
8
2014
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
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.
8
2016
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.
7
2001
Evaluating the effects of job training programs on wages through principal stratification. Zbl 1190.91125
Zhang, Junni L.; Rubin, Donald B.; Mealli, Fabrizia
7
2008
Rerandomization in \(2^K\) factorial experiments. Zbl 1439.62179
Li, Xinran; Ding, Peng; Rubin, Donald B.
7
2020
Comment: The design and analysis of gold standard randomized experiments. Zbl 1286.62012
Rubin, Donald B.
6
2008
Estimating the causal effects of marketing interventions using propensity score methodology. Zbl 1426.62325
Rubin, Donald B.; Waterman, Richard P.
6
2006
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
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
Affinely invariant matching methods with discriminant mixtures of proportional ellipsoidally symmetric distributions. Zbl 1246.62159
Rubin, Donald B.; Stuart, Elizabeth A.
5
2006
Sample size determination using posterior predictive distributions. Zbl 0972.62018
Rubin, Donald B.; Stern, Hal S.
3
1998
Drawing inferences from self-selected samples. (Papers from a conference sponsored by Educational Testing Service). Zbl 0613.62148
3
1986
On optimal rerandomization designs. Zbl 07555270
Johansson, Per; Rubin, Donald B.; Schultzberg, Mårten
3
2021
Diagnosing missing always at random in multivariate data. Zbl 1435.62187
Bojinov, Iavor I.; Pillai, Natesh S.; Rubin, Donald B.
3
2020
The variance of a linear combination of independent estimators using estimated weights. Zbl 0323.62023
Rubin, Donald B.; Weisberg, Sanford
2
1975
Noniterative least squares estimates, standard errors and F-tests for analyses of variance with missing data. Zbl 0344.62062
Rubin, Donald B.
2
1976
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
The ethics of consulting for the tobacco industry. Zbl 1121.62658
Rubin, D. B.
2
2002
Composite points in weighted least squares regressions. Zbl 0466.62057
Rubin, Donald B.
2
1980
Efficiently simulating the coverage properties of interval estimates. Zbl 0614.62035
Rubin, D. B.; Schenker, N.
2
1986
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.
2
2016
Comparing regressions when some predictor values are missing. Zbl 0336.62039
Rubin, Donald B.
1
1976
Propensity scores in the design of observational studies for causal effects. Zbl 07658470
Rosenbaum, P. R.; Rubin, D. B.
1
2023
On optimal rerandomization designs. Zbl 07555270
Johansson, Per; Rubin, Donald B.; Schultzberg, Mårten
3
2021
Rerandomization in \(2^K\) factorial experiments. Zbl 1439.62179
Li, Xinran; Ding, Peng; Rubin, Donald B.
7
2020
Diagnosing missing always at random in multivariate data. Zbl 1435.62187
Bojinov, Iavor I.; Pillai, Natesh S.; Rubin, Donald B.
3
2020
Nonstandard conditionally specified models for nonignorable missing data. Zbl 1485.62012
Franks, Alexander M.; Airoldi, Edoardo M.; Rubin, Donald B.
1
2020
Statistical analysis with missing data. 3rd edition. Zbl 1411.62006
Little, Roderick J. A.; Rubin, Donald B.
86
2019
Asymptotic theory of rerandomization in treatment-control experiments. Zbl 1416.62440
Li, Xinran; Ding, Peng; Rubin, Donald B.
21
2018
Sequential rerandomization. Zbl 1499.62279
Zhou, Quan; Ernst, Philip A.; Morgan, Kari Lock; Rubin, Donald B.; Zhang, Anru
13
2018
Using standard tools from finite population sampling to improve causal inference for complex experiments. Zbl 1398.62213
Mukerjee, Rahul; Dasgupta, Tirthankar; Rubin, Donald B.
12
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.
8
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.
2
2016
Evaluating the validity of post-hoc subgroup inferences: a case study. Zbl 07665850
Lee, Joseph J.; Rubin, Donald B.
1
2016
Correction to: “Clarifying missing at random and related definitions, and implications when coupled with exchangeability”. Zbl 1499.62116
Mealli, Fabrizia; Rubin, Donald B.
1
2016
Causal inference for statistics, social, and biomedical sciences. An introduction. Zbl 1355.62002
Imbens, Guido W.; Rubin, Donald B.
251
2015
Causal inference from \(2^K\) factorial designs by using potential outcomes. Zbl 1414.62337
Dasgupta, Tirthankar; Pillai, Natesh S.; Rubin, Donald B.
23
2015
Rerandomization to balance tiers of covariates. Zbl 1373.62417
Morgan, Kari Lock; Rubin, Donald B.
17
2015
Clarifying missing at random and related definitions, and implications when coupled with exchangeability. Zbl 1390.62042
Mealli, Fabrizia; Rubin, Donald B.
13
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.
553
2014
Comments on the Neyman-Fisher controversy and its consequences. Zbl 1332.62007
Sabbaghi, Arman; Rubin, Donald B.
8
2014
Rerandomization to improve covariate balance in experiments. Zbl 1274.62509
Morgan, Kari Lock; Rubin, Donald B.
43
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.
14
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
17
2009
For objective causal inference, design trumps analysis. Zbl 1149.62089
Rubin, Donald B.
40
2008
Principal stratification for causal inference with extended partial compliance. Zbl 1469.62371
Jin, Hui; Rubin, Donald B.
17
2008
Evaluating the effects of job training programs on wages through principal stratification. Zbl 1190.91125
Zhang, Junni L.; Rubin, Donald B.; Mealli, Fabrizia
7
2008
Comment: The design and analysis of gold standard randomized experiments. Zbl 1286.62012
Rubin, Donald B.
6
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.
74
2006
Matched sampling for causal effects. Zbl 1118.62113
Rubin, Donald B.
27
2006
Causal inference through potential outcomes and principal stratification: application to studies with “censoring” due to death. Zbl 1246.62198
Rubin, Donald B.
15
2006
Estimating the causal effects of marketing interventions using propensity score methodology. Zbl 1426.62325
Rubin, Donald B.; Waterman, Richard P.
6
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.
95
2005
Multiple imputation for nonresponse in surveys. Reprint of the 1987 original. Zbl 1070.62007
Rubin, Donald B.
603
2004
Bayesian data analysis. 2nd ed. Zbl 1039.62018
Gelman, Andrew; Carlin, John B.; Stern, Hal S.; Rubin, Donald B.
497
2004
Direct and indirect causal effects via potential outcomes. Zbl 1065.62189
Rubin, Donald B.
42
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.
21
2003
Statistical analysis with missing data. 2nd ed. Zbl 1011.62004
Little, Roderick J. A.; Rubin, Donald B.
928
2002
Principal stratification in causal inference. Zbl 1209.62288
Frangakis, Constantine E.; Rubin, Donald B.
153
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
14
2002
The ethics of consulting for the tobacco industry. Zbl 1121.62658
Rubin, D. B.
2
2002
Model-based analysis to improve the performance of iterative simulations. Zbl 1002.62023
Liu, Chuanhai; Rubin, Donald B.
1
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
Testing the number of components in a normal mixture. Zbl 0985.62019
Lo, Yungtai; Mendell, Nancy R.; Rubin, Donald B.
30
2001
Combining panel data sets with attrition and refreshment samples. Zbl 1019.91037
Hirano, Keisuke; Imbens, Guido W.; Ridder, Geert; Rubin, Donald B.
20
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.
7
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
45
2000
The broad role of multiple imputation in statistical science. Zbl 1446.62021
Rubin, Donald B.
1
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.
61
1999
Small-sample degrees of freedom with multiple imputation. Zbl 0942.62025
Barnard, John; Rubin, Donald B.
44
1999
Parameter expansion to accelerate EM: the PX-EM algorithm. Zbl 0921.62071
Liu, Chuanhai; Rubin, Donald B.; Wu, Ying Nian
99
1998
Bayesian data analysis. Repr. Zbl 0914.62018
Gelman, Andrew; Carlin, John B.; Stern, Hal S.; Rubin, Donald B.
28
1998
Ellipsoidally symmetric extensions of the general location model for mixed categorical and continuous data. Zbl 0954.62071
Liu, Chuanhai; Rubin, Donald B.
17
1998
Maximum likelihood estimation of factor analysis using the ECME algorithm with complete and incomplete data. Zbl 1008.62710
Liu, Chuanhai; Rubin, Donald B.
9
1998
Sample size determination using posterior predictive distributions. Zbl 0972.62018
Rubin, Donald B.; Stern, Hal S.
3
1998
Bayesian inference for causal effects in randomized experiments with noncompliance. Zbl 0877.62005
Imbens, Guido W.; Rubin, Donald B.
68
1997
Estimating outcome distributions for compliers in instrumental variables models. Zbl 0887.90041
Imbens, Guido W.; Rubin, Donald B.
49
1997
Modeling schizophrenic behavior using general mixture components. Zbl 0874.62134
Rubin, Donald B.; Wu, Ying Nian
9
1997
Identification of causal effects using instrumental variables. (With discussion). Zbl 0897.62130
Angrist, Joshua D.; Imbens, Guido W.; Rubin, Donald B.
263
1996
Multiple imputation after 18+ years. (With discussion). Zbl 0869.62014
Rubin, Donald B.
168
1996
Matching using estimated propensity scores: Relating theory to practice. Zbl 0881.62121
Rubin, Donald B.; Thomas, Neal
33
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.
88
1995
A method for calibrating false-match rates in record linkage. Zbl 0925.62548
Belin, Thomas R.; Rubin, Donald B.
17
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.
191
1994
On the global and componentwise rates of convergence of the EM algorithm. Zbl 0818.65153
Meng, Xiao-Li; Rubin, Donald B.
15
1994
Maximum likelihood estimation via the ECM algorithm: A general framework. Zbl 0778.62022
Meng, Xiao-Li; Rubin, Donald B.
431
1993
Multiple imputation in mixture models for nonignorable nonresponse with follow-ups. Zbl 0780.62011
Glynn, Robert J.; Laird, Nan M.; Rubin, Donald B.
16
1993
Inference from iterative simulation using multiple sequences. Zbl 1386.65060
Gelman, Andrew; Rubin, Donald B.
995
1992
Performing likelihood ratio tests with multiply-imputed data sets. Zbl 0754.62041
Meng, Xiao-Li; Rubin, Donald B.
16
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
12
1992
Ignorability and coarse data. Zbl 0745.62004
Heitjan, Daniel F.; Rubin, Donald B.
122
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.
12
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.
48
1990
Using the SIR algorithm to simulate posterior distributions. Zbl 0713.62035
Rubin, D. B.
52
1988
Statistical analysis with missing data. Zbl 0665.62004
Little, Roderick J. A.; Rubin, Donald B.
619
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
69
1986
Drawing inferences from self-selected samples. (Papers from a conference sponsored by Educational Testing Service). Zbl 0613.62148
3
1986
Efficiently simulating the coverage properties of interval estimates. Zbl 0614.62035
Rubin, D. B.; Schenker, N.
2
1986
Estimation and hypothesis testing in finite mixture models. Zbl 0576.62038
Aitkin, Murray; Rubin, Donald B.
48
1985
The bias due to incomplete matching. Zbl 0607.62137
Rosenbaum, Paul R.; Rubin, Donald B.
9
1985
Bayesianly justifiable and relevant frequency calculations for the applied statistician. Zbl 0555.62010
Rubin, Donald B.
210
1984
The central role of the propensity score in observational studies for causal effects. Zbl 0522.62091
Rosenbaum, Paul R.; Rubin, Donald B.
653
1983
Rounding error in regression: The appropriateness of Sheppard’s corrections. Zbl 0513.65099
Dempster, Arthur P.; Rubin, Donald B.
17
1983
Incomplete data in sample surveys. Volume 2: Theory and bibliographies. Zbl 0561.62008
11
1983
EM algorithms for ML factor analysis. Zbl 0483.62046
Rubin, Donald B.; Thayer, Dorothy T.
74
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.
21
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.
11
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.
41
1979
Bayesian inference for causal effects: The role of randomization. Zbl 0383.62021
Rubin, Donald B.
259
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
...and 10 more Documents
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Cited by 14,672 Authors

69 Molenberghs, Geert
57 McNicholas, Paul D.
55 Lachos Dávila, Víctor Hugo
52 Lin, Tsung I.
40 Balakrishnan, Narayanaswamy
39 Small, Dylan S.
38 Ganjali, Mojtaba
37 Punzo, Antonio
36 Verbeke, Geert N.
34 Wang, Qihua
32 Wang, Wan-Lun
31 Rubin, Donald Bruce
31 Tang, Niansheng
28 Ibrahim, Joseph George
27 Bartolucci, Francesco
27 Tian, Guoliang
26 Browne, Ryan P.
26 Gelman, Andrew
25 Celeux, Gilles
25 Ding, Peng
25 Little, Roderick J. A.
25 Melnykov, Volodymyr
24 Bolfarine, Heleno
24 McLachlan, Geoffrey John
24 Singh, Garib Nath
24 Van der Laan, Mark Johannes
24 Wang, Lei
23 Lee, Sik-Yum
23 Li, Fan
23 Murphy, Thomas Brendan
23 Tang, Manlai
22 Biernacki, Christophe
22 Bouveyron, Charles
22 Reiter, Jerome P.
22 Robins, James M.
21 Gilbert, Peter B.
21 Govaert, Gérard
21 Kenward, Michael G.
20 Arellano-Valle, Reinaldo Boris
20 Robert, Christian P.
20 Viroli, Cinzia
19 Cancho, Vicente Garibay
19 Ingrassia, Salvatore
19 Mealli, Fabrizia
19 Tsiatis, Anastasios A.
18 Dey, Dipak Kumar
18 Dominici, Francesca
18 Dunson, David Brian
18 Harel, Ofer
18 Liu, Jun S.
18 Maleki, Mohsen
18 Qin, Jing
18 Yang, Shu
18 Zhou, Xiao-Hua Andrew
17 Jamalizadeh, Ahad
17 Lesaffre, Emmanuel M. E. H.
17 Moodie, Erica E. M.
17 Rosenbaum, Paul Richard
17 Song, Xinyuan
17 Vansteelandt, Stijn
16 Baghfalaki, Taban
16 Böhning, Dankmar
16 Castro, Luis Mauricio
16 Chen, Minghui
16 Cook, Richard J.
16 Cordeiro, Gauss Moutinho
16 Geng, Zhi
16 Imbens, Guido Wilhelmus
16 Shao, Jun
15 Bühlmann, Peter
15 De Boeck, Paul
15 DeSarbo, Wayne S.
15 Haziza, David
15 Josse, Julie
15 Kim, Jae Kwang
15 Zhu, Xuwen
14 Jacques, Julien
14 Lee, Shen-Ming
14 Lipsitz, Stuart R.
14 Mulder, Joris
14 Ortega, Edwin Moises Marcos
14 Tripathi, Yogesh Mani
14 VanderWeele, Tyler J.
14 Yao, Weixin
14 Zeller, Camila Borelli
14 Zhu, Lixing
13 Aerts, Marc
13 Banerjee, Sudipto
13 Elliott, Michael R.
13 Follmann, Dean A.
13 Frangakis, Constantine E.
13 Han, Peisong
13 Hoijtink, Herbert
13 Huang, Yangxin
13 Imai, Kosuke
13 Keele, Luke John
13 Latouche, Pierre
13 Louzada, Francisco
13 Meng, Xiaoli
13 Paula, Gilberto Alvarenga
...and 14,572 more Authors
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Cited in 490 Serials

709 Computational Statistics and Data Analysis
481 Biometrics
357 The Annals of Applied Statistics
351 Journal of Applied Statistics
286 Psychometrika
265 Journal of Statistical Computation and Simulation
255 Journal of Statistical Planning and Inference
228 Communications in Statistics. Theory and Methods
211 Communications in Statistics. Simulation and Computation
210 Journal of the American Statistical Association
208 Statistics and Computing
204 Journal of Econometrics
179 Statistical Science
174 Computational Statistics
162 Journal of Multivariate Analysis
155 Statistics & Probability Letters
127 The Annals of Statistics
121 The Canadian Journal of Statistics
120 Biometrical Journal
113 Pattern Recognition
96 Advances in Data Analysis and Classification. ADAC
90 Electronic Journal of Statistics
89 Journal of Agricultural, Biological, and Environmental Statistics
88 Bayesian Analysis
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85 Journal of Mathematical Psychology
79 Statistical Papers
76 Journal of Classification
74 Lifetime Data Analysis
73 Test
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71 International Statistical Review
71 Journal of Computational and Graphical Statistics
67 European Journal of Operational Research
66 The American Statistician
64 Annals of the Institute of Statistical Mathematics
64 AStA. Advances in Statistical Analysis
63 International Journal of Approximate Reasoning
60 Scandinavian Journal of Statistics
59 Journal of Statistical Theory and Practice
53 Information Sciences
49 Journal of Machine Learning Research (JMLR)
44 Journal of the Korean Statistical Society
42 Automatica
42 Statistics
41 Statistical Methodology
40 Neural Networks
40 Neural Computation
40 Statistica Sinica
38 Journal of Nonparametric Statistics
38 Statistical Methods in Medical Research
37 Metrika
36 Australian & New Zealand Journal of Statistics
36 Journal of the Royal Statistical Society. Series B. Statistical Methodology
36 Stat
35 Journal of Computational Physics
35 Econometric Reviews
35 Brazilian Journal of Probability and Statistics
34 Statistica Neerlandica
34 Sankhyā. Series B
32 Economics Letters
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24 Statistical Theory and Related Fields
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23 Data Mining and Knowledge Discovery
23 Journal of the Royal Statistical Society. Series C. Applied Statistics
23 Statistical Applications in Genetics and Molecular Biology
23 Journal of Cosmology and Astroparticle Physics
22 Statistics Surveys
22 SIAM/ASA Journal on Uncertainty Quantification
21 Mathematical Biosciences
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19 Acta Mathematicae Applicatae Sinica. English Series
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18 Mathematics and Computers in Simulation
17 Inverse Problems
17 ASTIN Bulletin
17 Environmetrics
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15 Applied Mathematical Modelling
15 Journal of Computational Neuroscience
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15 Epidemiologic Methods
14 Bulletin of Mathematical Biology
14 Kybernetika
14 Theoretical Population Biology
14 Mathematical and Computer Modelling
...and 390 more Serials
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150 Information and communication theory, circuits (94-XX)
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78 Geophysics (86-XX)
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44 Linear and multilinear algebra; matrix theory (15-XX)
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37 Statistical mechanics, structure of matter (82-XX)
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33 Partial differential equations (35-XX)
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14 Optics, electromagnetic theory (78-XX)
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