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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, D. B.; Rubin, Donald B.
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Documents Indexed: 112 Publications since 1973, including 10 Books
Biographic References: 1 Publication

Publications by Year

Citations contained in zbMATH

99 Publications have been cited 9,284 times in 6,466 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 and missing data. With comments. Zbl 0344.62034
Rubin, Donald B.
679
1976
Inference from iterative simulation using multiple sequences. Zbl 1386.65060
Gelman, Andrew; Rubin, Donald B.
672
1992
Statistical analysis with missing data. 2nd ed. Zbl 1011.62004
Little, Roderick J. A.; Rubin, Donald B.
552
2002
Statistical analysis with missing data. Zbl 0665.62004
Little, Roderick J. A.; Rubin, Donald B.
530
1987
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.
371
2014
The central role of the propensity score in observational studies for causal effects. Zbl 0522.62091
Rosenbaum, Paul R.; Rubin, Donald B.
367
1983
Multiple imputation for nonresponse in surveys. Reprint of the 1987 original. Zbl 1070.62007
Rubin, Donald B.
343
2004
Bayesian data analysis. 2nd ed. Zbl 1039.62018
Gelman, Andrew; Carlin, John B.; Stern, Hal S.; Rubin, Donald B.
321
2004
Maximum likelihood estimation via the ECM algorithm: A general framework. Zbl 0778.62022
Meng, Xiao-Li; Rubin, Donald B.
300
1993
Bayesian inference for causal effects: The role of randomization. Zbl 0383.62021
Rubin, Donald B.
197
1978
Identification of causal effects using instrumental variables. (With discussion). Zbl 0897.62130
Angrist, Joshua D.; Imbens, Guido W.; Rubin, Donald B.
161
1996
Bayesianly justifiable and relevant frequency calculations for the applied statistician. Zbl 0555.62010
Rubin, Donald B.
160
1984
The ECME algorithm: A simple extension of EM and ECM with faster monotone convergence. Zbl 0812.62028
Liu, Chuanhai; Rubin, Donald B.
128
1994
Multiple imputation after 18+ years. (With discussion). Zbl 0869.62014
Rubin, Donald B.
125
1996
Principal stratification in causal inference. Zbl 1209.62288
Frangakis, Constantine E.; Rubin, Donald B.
121
2002
Ignorability and coarse data. Zbl 0745.62004
Heitjan, Daniel F.; Rubin, Donald B.
99
1991
Parameter expansion to accelerate EM: the PX-EM algorithm. Zbl 0921.62071
Liu, Chuanhai; Rubin, Donald B.; Wu, Ying Nian
80
1998
Causal inference for statistics, social, and biomedical sciences. An introduction. Zbl 1355.62002
Imbens, Guido W.; Rubin, Donald B.
75
2015
Bayesian inference for causal effects in randomized experiments with noncompliance. Zbl 0877.62005
Imbens, Guido W.; Rubin, Donald B.
59
1997
ML estimation of the \(t\) distribution using EM and its extensions, ECM amd ECME. Zbl 0824.62047
Liu, Chuanhai; Rubin, Donald B.
58
1995
EM algorithms for ML factor analysis. Zbl 0483.62046
Rubin, Donald B.; Thayer, Dorothy T.
57
1982
Causal inference using potential outcomes: design, modeling, decisions. Zbl 1117.62418
Rubin, Donald B.
54
2005
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.
54
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.
47
2006
Multiple imputation for interval estimation from simple random samples with ignorable nonresponse. Zbl 0615.62011
Rubin, Donald B.; Schenker, Nathaniel
47
1986
Estimation and hypothesis testing in finite mixture models. Zbl 0576.62038
Aitkin, Murray; Rubin, Donald B.
40
1985
Direct and indirect causal effects via potential outcomes. Zbl 1065.62189
Rubin, Donald B.
36
2004
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
36
2000
Estimation in covariance components models. Zbl 0485.62068
Dempster, A. P.; Rubin, D. B.; Tsutakawa, R. K.
36
1981
Using the SIR algorithm to simulate posterior distributions. Zbl 0713.62035
Rubin, D. B.
35
1988
Small-sample degrees of freedom with multiple imputation. Zbl 0942.62025
Barnard, John; Rubin, Donald B.
33
1999
Estimating outcome distributions for compliers in instrumental variables models. Zbl 0887.90041
Imbens, Guido W.; Rubin, Donald B.
31
1997
Bayesian data analysis. Repr. Zbl 0914.62018
Gelman, Andrew; Carlin, John B.; Stern, Hal S.; Rubin, Donald B.
30
1998
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.
29
1990
Formalizing subjective notions about the effect of nonrespondents in sample surveys. Zbl 0369.62011
Rubin, Donald B.
29
1977
Characterizing the estimation of parameters in incomplete-data problems. Zbl 0291.62036
Rubin, Donald B.
26
1974
Controlling bias in observational studies: a review. Zbl 0291.62012
Cochran, William G.; Rubin, Donald B.
26
1973
Testing the number of components in a normal mixture. Zbl 0985.62019
Lo, Yungtai; Mendell, Nancy R.; Rubin, Donald B.
23
2001
Matching using estimated propensity scores: Relating theory to practice. Zbl 0881.62121
Rubin, Donald B.; Thomas, Neal
23
1996
For objective causal inference, design trumps analysis. Zbl 1149.62089
Rubin, Donald B.
21
2008
Using multivariate matched sampling and regression adjustment to control bias in observational studies. Zbl 0413.62047
Rubin, Donald B.
21
1979
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
Matched sampling for causal effects. Zbl 1118.62113
Rubin, Donald B.
17
2006
Combining panel data sets with attrition and refreshment samples. Zbl 1019.91037
Hirano, Keisuke; Imbens, Guido W.; Ridder, Geert; Rubin, Donald B.
17
2001
Ellipsoidally symmetric extensions of the general location model for mixed categorical and continuous data. Zbl 0954.62071
Liu, Chuanhai; Rubin, Donald B.
16
1998
Likelihood-based analysis of causal effects of job-training programs using principal stratification. Zbl 1388.62074
Zhang, Junni L.; Rubin, Donald B.; Mealli, Fabrizia
15
2009
Rounding error in regression: The appropriateness of Sheppard’s corrections. Zbl 0513.65099
Dempster, Arthur P.; Rubin, Donald B.
14
1983
Multiple imputation in mixture models for nonignorable nonresponse with follow-ups. Zbl 0780.62011
Glynn, Robert J.; Laird, Nan M.; Rubin, Donald B.
13
1993
Affinely invariant matching methods with ellipsoidal distributions. Zbl 0761.62065
Rubin, Donald B.; Thomas, Neal
13
1992
The acceptability of regression solutions: Another look at computational accuracy. Zbl 0329.62049
Beaton, Albert E.; Rubin, Donald B.; Barone, John L.
13
1976
Rerandomization to improve covariate balance in experiments. Zbl 1274.62509
Morgan, Kari Lock; Rubin, Donald B.
12
2012
Causal inference through potential outcomes and principal stratification: application to studies with “censoring” due to death. Zbl 1246.62198
Rubin, Donald B.
12
2006
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
12
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.
11
2012
Principal stratification for causal inference with extended partial compliance. Zbl 05564472
Jin, Hui; Rubin, Donald B.
11
2008
Performing likelihood ratio tests with multiply-imputed data sets. Zbl 0754.62041
Meng, Xiao-Li; Rubin, Donald B.
11
1992
On the global and componentwise rates of convergence of the EM algorithm. Zbl 0818.65153
Meng, Xiao-Li; Rubin, Donald B.
10
1994
Characterizing the effect of matching using linear propensity score methods with normal distributions. Zbl 0765.62098
Rubin, Donald B.; Thomas, Neal
10
1992
Causal inference from \(2^K\) factorial designs by using potential outcomes. Zbl 1414.62337
Dasgupta, Tirthankar; Pillai, Natesh S.; Rubin, Donald B.
9
2015
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
9
2007
A method for calibrating false-match rates in record linkage. Zbl 0925.62548
Belin, Thomas R.; Rubin, Donald B.
9
1995
Bias reduction using Mahalanobis-metric matching. Zbl 0463.62015
Rubin, Donald B.
9
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.
9
1980
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
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.
8
1991
Clarifying missing at random and related definitions, and implications when coupled with exchangeability. Zbl 1390.62042
Mealli, Fabrizia; Rubin, Donald B.
7
2015
Maximum likelihood estimation of factor analysis using the ECME algorithm with complete and incomplete data. Zbl 1008.62710
Liu, Chuanhai; Rubin, Donald B.
7
1998
Modeling schizophrenic behavior using general mixture components. Zbl 0874.62134
Rubin, Donald B.; Wu, Ying Nian
7
1997
The bias due to incomplete matching. Zbl 0607.62137
Rosenbaum, Paul R.; Rubin, Donald B.
7
1985
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
Multivariate matching methods that are equal percent bias reducing. I: Some examples. Zbl 0326.62043
Rubin, Donald B.
6
1976
Evaluating the effects of job training programs on wages through principal stratification. Zbl 1190.91125
Zhang, Junni L.; Rubin, Donald B.; Mealli, Fabrizia
5
2008
Affinely invariant matching methods with discriminant mixtures of proportional ellipsoidally symmetric distributions. Zbl 1246.62159
Rubin, Donald B.; Stuart, Elizabeth A.
5
2006
Estimating the causal effects of marketing interventions using propensity score methodology. Zbl 1426.62325
Rubin, Donald B.; Waterman, Richard P.
5
2006
Practical implications of modes of statistical inference for causal effects and the critical role of the assignment mechanism. Zbl 0825.62832
Rubin, Donald B.
5
1991
Incomplete data in sample surveys. Volume 2: Theory and bibliographies. Zbl 0561.62008
Madow, William G. (ed.); Olkin, Ingram (ed.); Rubin, Donald B. (ed.)
5
1983
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
Comments on the Neyman-Fisher controversy and its consequences. Zbl 1332.62007
Sabbaghi, Arman; Rubin, Donald B.
4
2014
Comment: The design and analysis of gold standard randomized experiments. Zbl 1286.62012
Rubin, Donald B.
4
2008
Statistical analysis with missing data. 3rd edition. Zbl 1411.62006
Little, Roderick J. A.; Rubin, Donald B.
2
2019
Asymptotic theory of rerandomization in treatment-control experiments. Zbl 1416.62440
Li, Xinran; Ding, Peng; Rubin, Donald B.
2
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.
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 06688764
Branson, Zach; Dasgupta, Tirthankar; Rubin, Donald B.
2
2016
Rerandomization to balance tiers of covariates. Zbl 1373.62417
Morgan, Kari Lock; Rubin, Donald B.
2
2015
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
Sequential rerandomization. Zbl 06991031
Zhou, Quan; Ernst, Philip A.; Morgan, Kari Lock; Rubin, Donald B.; Zhang, Anru
1
2018
Analyses that inform policy decisions. Zbl 1274.62784
Gutman, R.; Rubin, D. B.
1
2012
The ethics of consulting for the tobacco industry. Zbl 1121.62658
Rubin, D. 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
Model-based analysis to improve the performance of iterative simulations. Zbl 1002.62023
Liu, Chuanhai; Rubin, Donald B.
1
2002
Sample size determination using posterior predictive distributions. Zbl 0972.62018
Rubin, Donald B.; Stern, Hal S.
1
1998
Markov-normal analysis of iterative simulations before their convergence. Zbl 0866.62079
Liu, Chuanhai; Rubin, Donald B.
1
1996
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
Comparing regressions when some predictor values are missing. Zbl 0336.62039
Rubin, Donald B.
1
1976
Statistical analysis with missing data. 3rd edition. Zbl 1411.62006
Little, Roderick J. A.; Rubin, Donald B.
2
2019
Asymptotic theory of rerandomization in treatment-control experiments. Zbl 1416.62440
Li, Xinran; Ding, Peng; Rubin, Donald B.
2
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.
2
2018
Sequential rerandomization. Zbl 06991031
Zhou, Quan; Ernst, Philip A.; Morgan, Kari Lock; Rubin, Donald B.; Zhang, Anru
1
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 06688764
Branson, Zach; Dasgupta, Tirthankar; Rubin, Donald B.
2
2016
Causal inference for statistics, social, and biomedical sciences. An introduction. Zbl 1355.62002
Imbens, Guido W.; Rubin, Donald B.
75
2015
Causal inference from \(2^K\) factorial designs by using potential outcomes. Zbl 1414.62337
Dasgupta, Tirthankar; Pillai, Natesh S.; Rubin, Donald B.
9
2015
Clarifying missing at random and related definitions, and implications when coupled with exchangeability. Zbl 1390.62042
Mealli, Fabrizia; Rubin, Donald B.
7
2015
Rerandomization to balance tiers of covariates. Zbl 1373.62417
Morgan, Kari Lock; Rubin, Donald B.
2
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.
371
2014
Comments on the Neyman-Fisher controversy and its consequences. Zbl 1332.62007
Sabbaghi, Arman; Rubin, Donald B.
4
2014
Rerandomization to improve covariate balance in experiments. Zbl 1274.62509
Morgan, Kari Lock; Rubin, Donald B.
12
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.
11
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
15
2009
For objective causal inference, design trumps analysis. Zbl 1149.62089
Rubin, Donald B.
21
2008
Principal stratification for causal inference with extended partial compliance. Zbl 05564472
Jin, Hui; Rubin, Donald B.
11
2008
Evaluating the effects of job training programs on wages through principal stratification. Zbl 1190.91125
Zhang, Junni L.; Rubin, Donald B.; Mealli, Fabrizia
5
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
9
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.
47
2006
Matched sampling for causal effects. Zbl 1118.62113
Rubin, Donald B.
17
2006
Causal inference through potential outcomes and principal stratification: application to studies with “censoring” due to death. Zbl 1246.62198
Rubin, Donald B.
12
2006
Affinely invariant matching methods with discriminant mixtures of proportional ellipsoidally symmetric distributions. Zbl 1246.62159
Rubin, Donald B.; Stuart, Elizabeth A.
5
2006
Estimating the causal effects of marketing interventions using propensity score methodology. Zbl 1426.62325
Rubin, Donald B.; Waterman, Richard P.
5
2006
Causal inference using potential outcomes: design, modeling, decisions. Zbl 1117.62418
Rubin, Donald B.
54
2005
Multiple imputation for nonresponse in surveys. Reprint of the 1987 original. Zbl 1070.62007
Rubin, Donald B.
343
2004
Bayesian data analysis. 2nd ed. Zbl 1039.62018
Gelman, Andrew; Carlin, John B.; Stern, Hal S.; Rubin, Donald B.
321
2004
Direct and indirect causal effects via potential outcomes. Zbl 1065.62189
Rubin, Donald B.
36
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.
552
2002
Principal stratification in causal inference. Zbl 1209.62288
Frangakis, Constantine E.; Rubin, Donald B.
121
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
12
2002
The ethics of consulting for the tobacco industry. Zbl 1121.62658
Rubin, D. 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
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.
23
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
36
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.
54
1999
Small-sample degrees of freedom with multiple imputation. Zbl 0942.62025
Barnard, John; Rubin, Donald B.
33
1999
Parameter expansion to accelerate EM: the PX-EM algorithm. Zbl 0921.62071
Liu, Chuanhai; Rubin, Donald B.; Wu, Ying Nian
80
1998
Bayesian data analysis. Repr. Zbl 0914.62018
Gelman, Andrew; Carlin, John B.; Stern, Hal S.; Rubin, Donald B.
30
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.
7
1998
Sample size determination using posterior predictive distributions. Zbl 0972.62018
Rubin, Donald B.; Stern, Hal S.
1
1998
Bayesian inference for causal effects in randomized experiments with noncompliance. Zbl 0877.62005
Imbens, Guido W.; Rubin, Donald B.
59
1997
Estimating outcome distributions for compliers in instrumental variables models. Zbl 0887.90041
Imbens, Guido W.; Rubin, Donald B.
31
1997
Modeling schizophrenic behavior using general mixture components. Zbl 0874.62134
Rubin, Donald B.; Wu, Ying Nian
7
1997
Identification of causal effects using instrumental variables. (With discussion). Zbl 0897.62130
Angrist, Joshua D.; Imbens, Guido W.; Rubin, Donald B.
161
1996
Multiple imputation after 18+ years. (With discussion). Zbl 0869.62014
Rubin, Donald B.
125
1996
Matching using estimated propensity scores: Relating theory to practice. Zbl 0881.62121
Rubin, Donald B.; Thomas, Neal
23
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.
58
1995
A method for calibrating false-match rates in record linkage. Zbl 0925.62548
Belin, Thomas R.; Rubin, Donald B.
9
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.
128
1994
On the global and componentwise rates of convergence of the EM algorithm. Zbl 0818.65153
Meng, Xiao-Li; Rubin, Donald B.
10
1994
Maximum likelihood estimation via the ECM algorithm: A general framework. Zbl 0778.62022
Meng, Xiao-Li; Rubin, Donald B.
300
1993
Multiple imputation in mixture models for nonignorable nonresponse with follow-ups. Zbl 0780.62011
Glynn, Robert J.; Laird, Nan M.; Rubin, Donald B.
13
1993
Inference from iterative simulation using multiple sequences. Zbl 1386.65060
Gelman, Andrew; Rubin, Donald B.
672
1992
Affinely invariant matching methods with ellipsoidal distributions. Zbl 0761.62065
Rubin, Donald B.; Thomas, Neal
13
1992
Performing likelihood ratio tests with multiply-imputed data sets. Zbl 0754.62041
Meng, Xiao-Li; Rubin, Donald B.
11
1992
Characterizing the effect of matching using linear propensity score methods with normal distributions. Zbl 0765.62098
Rubin, Donald B.; Thomas, Neal
10
1992
Ignorability and coarse data. Zbl 0745.62004
Heitjan, Daniel F.; Rubin, Donald B.
99
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.
8
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.
5
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.
29
1990
Using the SIR algorithm to simulate posterior distributions. Zbl 0713.62035
Rubin, D. B.
35
1988
Statistical analysis with missing data. Zbl 0665.62004
Little, Roderick J. A.; Rubin, Donald B.
530
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
47
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.
40
1985
The bias due to incomplete matching. Zbl 0607.62137
Rosenbaum, Paul R.; Rubin, Donald B.
7
1985
Bayesianly justifiable and relevant frequency calculations for the applied statistician. Zbl 0555.62010
Rubin, Donald B.
160
1984
The central role of the propensity score in observational studies for causal effects. Zbl 0522.62091
Rosenbaum, Paul R.; Rubin, Donald B.
367
1983
Rounding error in regression: The appropriateness of Sheppard’s corrections. Zbl 0513.65099
Dempster, Arthur P.; Rubin, Donald B.
14
1983
Incomplete data in sample surveys. Volume 2: Theory and bibliographies. Zbl 0561.62008
Madow, William G. (ed.); Olkin, Ingram (ed.); Rubin, Donald B. (ed.)
5
1983
EM algorithms for ML factor analysis. Zbl 0483.62046
Rubin, Donald B.; Thayer, Dorothy T.
57
1982
Estimation in covariance components models. Zbl 0485.62068
Dempster, A. P.; Rubin, D. B.; Tsutakawa, R. K.
36
1981
Bias reduction using Mahalanobis-metric matching. Zbl 0463.62015
Rubin, Donald B.
9
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.
9
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.
21
1979
Bayesian inference for causal effects: The role of randomization. Zbl 0383.62021
Rubin, Donald B.
197
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.
29
1977
Inference and missing data. With comments. Zbl 0344.62034
Rubin, Donald B.
679
1976
The acceptability of regression solutions: Another look at computational accuracy. Zbl 0329.62049
Beaton, Albert E.; Rubin, Donald B.; Barone, John L.
13
1976
Multivariate matching methods that are equal percent bias reducing. I: Some examples. Zbl 0326.62043
Rubin, Donald B.
6
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
Characterizing the estimation of parameters in incomplete-data problems. Zbl 0291.62036
Rubin, Donald B.
26
1974
Controlling bias in observational studies: a review. Zbl 0291.62012
Cochran, William G.; Rubin, Donald B.
26
1973
all top 5

Cited by 10,208 Authors

57 Molenberghs, Geert
46 McNicholas, Paul D.
43 Lachos Dávila, Víctor Hugo
37 Lin, Tsung I.
28 Balakrishnan, Narayanaswamy
26 Ibrahim, Joseph George
26 Rubin, Donald Bruce
25 Celeux, Gilles
25 Verbeke, Geert N.
24 Lee, Sik-Yum
23 Bolfarine, Heleno
23 Tian, Guoliang
23 Wang, Qihua
22 Ganjali, Mojtaba
22 Little, Roderick J. A.
22 Tang, Niansheng
21 Gelman, Andrew
21 Govaert, Gérard
21 Small, Dylan S.
20 Bartolucci, Francesco
20 Kenward, Michael G.
19 Van der Laan, Mark Johannes
19 Wang, Wan-Lun
18 Biernacki, Christophe
18 Gilbert, Peter B.
18 Murphy, Thomas Brendan
18 Punzo, Antonio
17 McLachlan, Geoffrey John
17 Melnykov, Volodymyr
17 Tsiatis, Anastasios A.
16 Arellano-Valle, Reinaldo Boris
16 Chen, Minghui
16 Dominici, Francesca
16 Ingrassia, Salvatore
16 Mealli, Fabrizia
16 Robert, Christian P.
16 Robins, James M.
16 Viroli, Cinzia
15 Browne, Ryan P.
15 Dey, Dipak Kumar
15 Geng, Zhi
14 Bouveyron, Charles
14 Cancho, Vicente Garibay
14 Castro, Luis Mauricio
14 Cook, Richard J.
14 Cordeiro, Gauss Moutinho
14 DeSarbo, Wayne S.
14 Ding, Peng
14 Li, Fan
14 Reiter, Jerome P.
14 Song, Xinyuan
14 Tang, Manlai
14 VanderWeele, Tyler J.
14 Vansteelandt, Stijn
13 Böhning, Dankmar
13 De Boeck, Paul
13 Frangakis, Constantine E.
13 Hoijtink, Herbert
13 Maleki, Mohsen
12 Dunson, David Brian
12 Harel, Ofer
12 Kim, Hea-Jung
12 Lipsitz, Stuart R.
12 Qin, Yongsong
12 Samson, Adeline
12 Xu, Wangli
12 Zhou, Xiao-Hua Andrew
11 Cabral, Celso Rômulo Barbosa
11 Daniels, Michael J.
11 Guo, Xu
11 Huang, Yangxin
11 Josse, Julie
11 Lesaffre, Emmanuel M. E. H.
11 Ortega, Edwin Moises Marcos
11 Pan, Wei
11 Qin, Jing
11 Rosenbaum, Paul Richard
11 Scharfstein, Daniel O.
11 Schaubel, Douglas E.
11 Tripathi, Yogesh Mani
11 Vermunt, Jeroen K.
11 Wu, Rongling
11 Yuan, Kehai
10 Aerts, Marc
10 Banerjee, Sudipto
10 Belin, Thomas R.
10 Congdon, Peter D.
10 Elliott, Michael R.
10 Fitzmaurice, Garrett M.
10 Follmann, Dean A.
10 Hudgens, Michael G.
10 Lavielle, Marc
10 Le Thi, Hoai An
10 Longford, Nicholas Tibor
10 Mattei, Alessandra
10 Parmigiani, Giovanni
10 Robin, Stéphane
10 Rouder, Jeffrey N.
10 Shi, Ningzhong
10 Valdés, Teófilo
...and 10,108 more Authors
all top 5

Cited in 382 Serials

649 Computational Statistics and Data Analysis
376 Biometrics
253 Journal of Statistical Planning and Inference
230 Psychometrika
216 The Annals of Applied Statistics
199 Journal of Statistical Computation and Simulation
171 Journal of Applied Statistics
167 Journal of Econometrics
145 Journal of Multivariate Analysis
143 Statistics & Probability Letters
140 Statistical Science
137 Communications in Statistics. Theory and Methods
129 Statistics and Computing
115 Pattern Recognition
110 Journal of the American Statistical Association
106 Computational Statistics
101 The Annals of Statistics
96 The Canadian Journal of Statistics
88 Communications in Statistics. Simulation and Computation
82 Journal of Mathematical Psychology
67 Journal of Agricultural, Biological, and Environmental Statistics
65 Advances in Data Analysis and Classification. ADAC
62 Biometrical Journal
62 Statistical Modelling
61 Electronic Journal of Statistics
59 Machine Learning
59 Lifetime Data Analysis
55 International Journal of Approximate Reasoning
53 Test
52 Statistical Papers
50 Scandinavian Journal of Statistics
48 Journal of Classification
48 European Journal of Operational Research
47 Annals of the Institute of Statistical Mathematics
46 Bayesian Analysis
44 Statistical Methodology
41 AStA. Advances in Statistical Analysis
40 Statistical Methods and Applications
38 Statistical Methods in Medical Research
36 Journal of the Royal Statistical Society. Series B. Statistical Methodology
33 Automatica
32 Neural Networks
30 Neural Computation
30 Journal of Statistical Theory and Practice
28 Statistics
28 Journal of the Korean Statistical Society
27 Information Sciences
27 Economics Letters
26 Artificial Intelligence
26 Journal of Nonparametric Statistics
26 Biostatistics
25 Journal of Computational Physics
25 Journal of Machine Learning Research (JMLR)
25 Statistical Analysis and Data Mining
24 Journal of Theoretical Biology
23 Metrika
23 Journal of the Royal Statistical Society. Series C. Applied Statistics
22 Mathematical Biosciences
22 Metron
22 Insurance Mathematics & Economics
21 Statistical Applications in Genetics and Molecular Biology
19 Applied Mathematics and Computation
19 Brazilian Journal of Probability and Statistics
17 Mathematical Problems in Engineering
16 Journal of Computational and Applied Mathematics
16 Theoretical Population Biology
16 Signal Processing
16 Statistics Surveys
16 Journal of Probability and Statistics
15 Acta Mathematicae Applicatae Sinica. English Series
15 Mathematical and Computer Modelling
15 Annals of Operations Research
15 Quantitative Finance
14 Kybernetika
14 Journal of Time Series Analysis
14 Journal of Computational Neuroscience
14 Sankhyā. Series B
13 Journal of Economic Dynamics & Control
13 Australian & New Zealand Journal of Statistics
13 Econometric Theory
13 Epidemiologic Methods
12 Bulletin of Mathematical Biology
12 Physica D
12 Linear Algebra and its Applications
12 Data Mining and Knowledge Discovery
12 ASTIN Bulletin
12 SIAM/ASA Journal on Uncertainty Quantification
11 International Statistical Review
11 Statistica Neerlandica
11 Computational Geosciences
10 European Series in Applied and Industrial Mathematics (ESAIM): Probability and Statistics
10 Computational & Mathematical Methods in Medicine
10 SIAM Journal on Imaging Sciences
9 Computer Methods in Applied Mechanics and Engineering
9 Journal of the Franklin Institute
9 Fuzzy Sets and Systems
9 Journal of Mathematical Imaging and Vision
9 SIAM Journal on Scientific Computing
9 Journal of Biopharmaceutical Statistics
9 Annals of Mathematics and Artificial Intelligence
...and 282 more Serials
all top 5

Cited in 47 Fields

5,608 Statistics (62-XX)
1,269 Numerical analysis (65-XX)
582 Computer science (68-XX)
523 Biology and other natural sciences (92-XX)
418 Game theory, economics, finance, and other social and behavioral sciences (91-XX)
342 Probability theory and stochastic processes (60-XX)
181 Operations research, mathematical programming (90-XX)
113 Information and communication theory, circuits (94-XX)
95 Systems theory; control (93-XX)
61 Combinatorics (05-XX)
51 Geophysics (86-XX)
26 Linear and multilinear algebra; matrix theory (15-XX)
19 Dynamical systems and ergodic theory (37-XX)
18 History and biography (01-XX)
18 Quantum theory (81-XX)
16 Statistical mechanics, structure of matter (82-XX)
14 Calculus of variations and optimal control; optimization (49-XX)
14 Fluid mechanics (76-XX)
13 Partial differential equations (35-XX)
13 Astronomy and astrophysics (85-XX)
11 Mathematical logic and foundations (03-XX)
10 General and overarching topics; collections (00-XX)
8 Mechanics of deformable solids (74-XX)
8 Relativity and gravitational theory (83-XX)
7 Integral transforms, operational calculus (44-XX)
6 Mathematics education (97-XX)
5 Differential geometry (53-XX)
4 Ordinary differential equations (34-XX)
4 Approximations and expansions (41-XX)
4 Harmonic analysis on Euclidean spaces (42-XX)
4 Operator theory (47-XX)
4 Optics, electromagnetic theory (78-XX)
3 Commutative algebra (13-XX)
3 Algebraic geometry (14-XX)
3 Functional analysis (46-XX)
2 Real functions (26-XX)
2 Measure and integration (28-XX)
2 Special functions (33-XX)
2 Integral equations (45-XX)
2 Global analysis, analysis on manifolds (58-XX)
2 Classical thermodynamics, heat transfer (80-XX)
1 General algebraic systems (08-XX)
1 Category theory; homological algebra (18-XX)
1 Convex and discrete geometry (52-XX)
1 Algebraic topology (55-XX)
1 Manifolds and cell complexes (57-XX)
1 Mechanics of particles and systems (70-XX)

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