Donald B Rubin
Donald B Rubin
YCMS Tsinghua; Senior Research Fellow at Fox / Temple U, Emeritus at Harvard U
Verifierad e-postadress på temple.edu
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Maximum Likelihood from Incomplete Data Via the EM Algorithm
AP Dempster, NM Laird, DB Rubin
Journal of the Royal Statistical Society: Series B (Methodological) 39 (1), 1-22, 1977
614711977
Statistical analysis with missing data
RJA Little, DB Rubin
John Wiley & Sons, 2019
283832019
Bayesian data analysis
A Gelman, J Carlin, H Stern, DB Rubin
CRC press, 2004
27235*2004
The central role of the propensity score in observational studies for causal effects
PR Rosenbaum, DB Rubin
Biometrika 70 (1), 41-55, 1983
265771983
Multiple imputation for nonresponse in surveys
DB Rubin
John Wiley & Sons, 2004
205572004
Inference from iterative simulation using multiple sequences
A Gelman, DB Rubin
Statistical science 7 (4), 457-472, 1992
121531992
Analysis of survival data
DR Cox, D Oakes
CRC Press, 1984
104411984
Inference and missing data
DB Rubin
Biometrika 63 (3), 581-592, 1976
97071976
Estimating causal effects of treatments in randomized and nonrandomized studies.
DB Rubin
Journal of educational Psychology 66 (5), 688, 1974
78661974
Statistics and causal inference
PW Holland
Journal of the American statistical Association 81 (396), 945-960, 1986
59861986
Constructing a control group using multivariate matched sampling methods that incorporate the propensity score
PR Rosenbaum, DB Rubin
The American Statistician 39 (1), 33-38, 1985
57021985
Identification of causal effects using instrumental variables
JD Angrist, GW Imbens, DB Rubin
Journal of the American statistical Association 91 (434), 444-455, 1996
56681996
Reducing bias in observational studies using subclassification on the propensity score
PR Rosenbaum, DB Rubin
Journal of the American statistical Association 79 (387), 516-524, 1984
41781984
Multiple imputation after 18+ years
DB Rubin
Journal of the American statistical Association 91 (434), 473-489, 1996
38141996
Testing the number of components in a normal mixture
Y Lo, NR Mendell, DB Rubin
Biometrika 88 (3), 767-778, 2001
29942001
Estimating causal effects from large data sets using propensity scores
DB Rubin
Annals of internal medicine 127 (8_Part_2), 757-763, 1997
29671997
Bayesian inference for causal effects: The role of randomization
DB Rubin
The Annals of statistics, 34-58, 1978
26191978
Comparing correlated correlation coefficients.
XL Meng, R Rosenthal, DB Rubin
Psychological bulletin 111 (1), 172, 1992
23811992
Causal inference in statistics, social, and biomedical sciences
GW Imbens, DB Rubin
Cambridge University Press, 2015
22232015
Randomization analysis of experimental data: The Fisher randomization test comment
DB Rubin
Journal of the American Statistical Association 75 (371), 591-593, 1980
2145*1980
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Artiklar 1–20