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Donald B Rubin
Donald B Rubin
YCMS Tsinghua; Senior Research Fellow at Fox / Temple U, Emeritus at Harvard U
Bekræftet mail 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
629931977
Bayesian data analysis
A Gelman, J Carlin, H Stern, DB Rubin
CRC press, 2004
33070*2004
Statistical analysis with missing data
RJA Little, DB Rubin
John Wiley & Sons, 2019
324762019
The central role of the propensity score in observational studies for causal effects
PR Rosenbaum, DB Rubin
Biometrika 70 (1), 41-55, 1983
324151983
Multiple imputation for nonresponse in surveys
DB Rubin
John Wiley & Sons, 2004
237222004
Inference from iterative simulation using multiple sequences
A Gelman, DB Rubin
Statistical science, 457-472, 1992
153791992
Inference and missing data
DB Rubin
Biometrika 63 (3), 581-592, 1976
118041976
Estimating causal effects of treatments in randomized and nonrandomized studies.
DB Rubin
Journal of educational Psychology 66 (5), 688, 1974
98351974
Maximum likelihood from incomplete data via the EMalgorithm
AP Dempster, NM Laird, DB Rubin
Journal of the Royal statistical Society 39 (1), 1-38, 1977
74871977
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
69321985
Identification of causal effects using instrumental variables
JD Angrist, GW Imbens, DB Rubin
Journal of the American statistical Association 91 (434), 444-455, 1996
67831996
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
47721984
Multiple imputation after 18+ years
DB Rubin
Journal of the American statistical Association 91 (434), 473-489, 1996
45291996
Testing the number of components in a normal mixture
Y Lo, NR Mendell, DB Rubin
Biometrika 88 (3), 767-778, 2001
39712001
Causal inference in statistics, social, and biomedical sciences
GW Imbens, DB Rubin
Cambridge University Press, 2015
38552015
Estimating causal effects from large data sets using propensity scores
DB Rubin
Annals of internal medicine 127 (8_Part_2), 757-763, 1997
32071997
Bayesian inference for causal effects: The role of randomization
DB Rubin
The Annals of statistics, 34-58, 1978
30351978
Randomization analysis of experimental data: The Fisher randomization test comment
DB Rubin
Journal of the American statistical association 75 (371), 591-593, 1980
2764*1980
Multiple imputation for nonresponse in surveys. Hoboken
DB Rubin
NJ: John Wiley & Sons 10, 9780470316696, 1987
26991987
Comparing correlated correlation coefficients.
XL Meng, R Rosenthal, DB Rubin
Psychological bulletin 111 (1), 172, 1992
26851992
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Artikler 1–20