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1

Identification of Causal Effects Using Instrumental Variables

Angrist, Joshua D., Imbens, Guido W., Rubin, Donald B.

Journal:

Journal of the American Statistical Association

Year:

1996

Language:

english

File:

PDF, 2.16 MB

english, 1996

2

The central role of the propensity score in observational studies for causal effects

ROSENBAUM, PAUL R., RUBIN, DONALD B.

Journal:

Year:

1983

Language:

english

File:

PDF, 927 KB

english, 1983

3

Inference and Missing Data

Donald B. Rubin

Journal:

Year:

1976

Language:

english

File:

PDF, 1.45 MB

english, 1976

4

Estimating causal effects of treatments in randomized and nonrandomized studies.

Rubin, Donald B.

Journal:

Journal of Educational Psychology

Year:

1974

Language:

english

File:

PDF, 1.20 MB

english, 1974

5

Statistical Analysis with Missing Data (Little/Statistical Analysis with Missing Data) || Bayes and Multiple Imputation

Little, Roderick J. A., Rubin, Donald B.

Year:

2002

Language:

english

File:

PDF, 175 KB

english, 2002

6

Causal Inference for Statistics, Social, and Biomedical Sciences (An Introduction) || A Brief History of the Potential Outcomes Approach to Causal Inference

Imbens, Guido W., Rubin, Donald B.

Year:

2015

Language:

english

File:

PDF, 98 KB

english, 2015

7

Causal Inference Without Counterfactuals: Comment

Donald B. Rubin

Journal:

Journal of the American Statistical Association

Year:

2000

Language:

english

File:

PDF, 732 KB

english, 2000

8

Bayesian Inference for Causal Effects: The Role of Randomization

Donald B. Rubin

Journal:

The Annals of Statistics

Year:

1978

Language:

english

File:

PDF, 2.42 MB

english, 1978

9

Evaluating the Impact of Collectivism and Individualism on Argumentative Writing by Chinese and North American College Students

Su-Yueh Wu and Donald L. Rubin

Journal:

Research in the Teaching of English

Year:

2000

Language:

english

File:

PDF, 3.88 MB

english, 2000

10

Estimating the Effect of Unearned Income on Labor Earnings, Savings, and Consumption: Evidence from a Survey of Lottery Players

Guido W. Imbens, Donald B. Rubin and Bruce I. Sacerdote

Journal:

American Economic Review

Year:

2001

Language:

english

File:

PDF, 512 KB

english, 2001

11

Matched Sampling for Causal Effects || The Central Role of the Propensity Score in Observational Studies for Causal Effects

Rubin, Donald B.

Year:

2006

Language:

english

File:

PDF, 138 KB

english, 2006

12

Nonlanguage factors affecting undergraduates' judgments of nonnative English-speaking teaching assistants

Donald L. Rubin

Journal:

Research in Higher Education

Year:

1992

Language:

english

File:

PDF, 1.10 MB

english, 1992

13

Bayesian Inference for Causal Effects in Randomized Experiments with Noncompliance

Guido W. Imbens and Donald B. Rubin

Journal:

The Annals of Statistics

Year:

1997

Language:

english

File:

PDF, 2.00 MB

english, 1997

14

The Central Role of the Propensity Score in Observational Studies for Causal Effects

Paul R. Rosenbaum and Donald B. Rubin

Journal:

Year:

1983

Language:

english

File:

PDF, 1.34 MB

english, 1983

15

Reducing Bias in Observational Studies Using Subclassification on the Propensity Score

Paul R. Rosenbaum and Donald B. Rubin

Journal:

Journal of the American Statistical Association

Year:

1984

Language:

english

File:

PDF, 1.39 MB

english, 1984

16

EM algorithms for ML factor analysis

Donald B. Rubin, Dorothy T. Thayer

Journal:

Year:

1982

Language:

english

File:

PDF, 554 KB

english, 1982

17

Inference from Iterative Simulation Using Multiple Sequences

Andrew Gelman and Donald B. Rubin

Journal:

Statistical Science

Year:

1992

Language:

english

File:

PDF, 2.03 MB

english, 1992

18

Multiple Imputation after 18+ Years

Rubin, Donald B.

Journal:

Journal of the American Statistical Association

Year:

1996

Language:

english

File:

PDF, 3.39 MB

english, 1996

19

Comparing correlated correlation coefficients.

Meng, Xiao-li, Rosenthal, Robert, Rubin, Donald B.

Journal:

Psychological Bulletin

Year:

1992

Language:

english

File:

PDF, 563 KB

english, 1992

20

The Dependability of Behavioral Measurements: Theory of Generalizability for Scores and Profiles.by Lee J. Cronbach; Goldine C. Gleser; Harinder Nanda; Nageswari Rajaratnam

Review by: Donald B. Rubin

Journal:

Journal of the American Statistical Association

Year:

1974

Language:

english

File:

PDF, 258 KB

english, 1974

21

Causal Inference Using Potential Outcomes: Design, Modeling, Decisions

Donald B. Rubin

Journal:

Journal of the American Statistical Association

Year:

2005

Language:

english

File:

PDF, 1.56 MB

english, 2005

22

Cultural Competence and Identity in Cross-cultural Adaptation: The Role of a Vietnamese Heritage Language School

Maloof, Valerie Miller, Rubin, Donald L., Miller, Ann Neville

Journal:

International Journal of Bilingual Education and Bilingualism

Year:

2006

Language:

english

File:

PDF, 159 KB

english, 2006

23

Constructing a Control Group Using Multivariate Matched Sampling Methods That Incorporate the Propensity Score

Rosenbaum, Paul R., Rubin, Donald B.

Journal:

The American Statistician

Year:

1985

Language:

english

File:

PDF, 680 KB

english, 1985

24

[Handbook of Statistics] Epidemiology and Medical Statistics Volume 27 || 2 Statistical Inference for Causal Effects, With Emphasis on Applications in Epidemiology and Medical Statistics

Rubin, Donald B.

Year:

2007

Language:

english

File:

PDF, 282 KB

english, 2007

25

Causal Inference for Statistics, Social, and Biomedical Sciences (An Introduction) || Matching to Improve Balance in Covariate Distributions

Imbens, Guido W., Rubin, Donald B.

Year:

2015

Language:

english

File:

PDF, 386 KB

english, 2015

26

Contrasts and Effect Sizes in Behavioral Research (A Correlational Approach) || Preface

Rosenthal, Robert, Rosnow, Ralph L., Rubin, Donald B.

Year:

1999

Language:

english

File:

PDF, 150 KB

english, 1999

27

Matching Using Estimated Propensity Scores: Relating Theory to Practice

Donald B. Rubin and Neal Thomas

Journal:

Year:

1996

Language:

english

File:

PDF, 1.52 MB

english, 1996

28

Multiple Imputation of Industry and Occupation Codes in Census Public-Use Samples Using Bayesian Logistic Regression

Clifford C. Clogg, Donald B. Rubin, Nathaniel Schenker, Bradley Schultz and Lynn Weidman

Journal:

Journal of the American Statistical Association

Year:

1991

Language:

english

File:

PDF, 1.87 MB

english, 1991

29

Constructing a Control Group Using Multivariate Matched Sampling Methods That Incorporate the Propensity Score

Paul R. Rosenbaum and Donald B. Rubin

Journal:

The American Statistician

Year:

1985

Language:

english

File:

PDF, 921 KB

english, 1985

30

Formal mode of statistical inference for causal effects

Donald B. Rubin

Journal:

Journal of Statistical Planning and Inference

Year:

1990

Language:

english

File:

PDF, 949 KB

english, 1990

31

The future of statistics

Donald B. Rubin

Journal:

Statistics and Computing

Year:

1993

Language:

english

File:

PDF, 109 KB

english, 1993

32

On the global and componentwise rates of convergence of the EM algorithm

Xiao-Li Meng, Donald B. Rubin

Journal:

Linear Algebra and its Applications

Year:

1994

Language:

english

File:

PDF, 416 KB

english, 1994

33

Using Propensity Scores to Help Design Observational Studies: Application to the Tobacco Litigation

Donald B. Rubin

Journal:

Health Services and Outcomes Research Methodology

Year:

2001

Language:

english

File:

PDF, 136 KB

english, 2001

34

Estimating Causal Effects from Large Data Sets Using Propensity Scores

Rubin, Donald B.

Journal:

Annals of Internal Medicine

Year:

1997

Language:

english

File:

PDF, 1.43 MB

english, 1997

35

Statistics and Causal Inference: Comment: Which Ifs Have Causal Answers

Donald B. Rubin

Journal:

Journal of the American Statistical Association

Year:

1986

Language:

english

File:

PDF, 434 KB

english, 1986

36

Identification of Causal Effects Using Instrumental Variables

Joshua D. Angrist, Guido W. Imbens and Donald B. Rubin

Journal:

Journal of the American Statistical Association

Year:

1996

Language:

english

File:

PDF, 3.02 MB

english, 1996

37

ESTIMATING CAUSAL EFFECTS OF TREATMENTS IN EXPERIMENTAL AND OBSERVATIONAL STUDIES

Journal:

ETS Research Bulletin Series

Year:

1972

Language:

english

File:

PDF, 1.33 MB

english, 1972

38

Discussion of Causal Diagrams for Empirical Research by J. Pearl

Guido W. Imbens and Donald B. Rubin

Journal:

Year:

1995

Language:

english

File:

PDF, 338 KB

english, 1995

39

Essential concepts of causal inference: a remarkable history and an intriguing future

Rubin, Donald B.

Journal:

Biostatistics & Epidemiology

Year:

2019

Language:

english

File:

PDF, 1.38 MB

english, 2019

40

Multiple imputation in health-are databases: An overview and some applications

Donald B. Rubin, Nathaniel Schenker

Journal:

Statistics in Medicine

Year:

1991

Language:

english

File:

PDF, 1.01 MB

english, 1991

41

Women's sexual arousal concurrently assessed by three genital measures

Claudia Henson, H. B. Rubin, Donald E. Henson

Journal:

Archives of Sexual Behavior

Year:

1979

Language:

english

File:

PDF, 631 KB

english, 1979

42

Multiple Imputation for Multivariate Data with Missing and Below-Threshold Measurements: Time-Series Concentrations of Pollutants in the Arctic

Philip K. Hopke, Chuanhai Liu, Donald B. Rubin

Journal:

Year:

2001

Language:

english

File:

PDF, 1.83 MB

english, 2001

43

EM and beyond

Donald B. Rubin

Journal:

Year:

1991

Language:

english

File:

PDF, 1.15 MB

english, 1991

44

Maximum likelihood estimation via the ECM algorithm: A general framework

MENG, XIAO-LI, RUBIN, DONALD B.

Journal:

Year:

1993

Language:

english

File:

PDF, 758 KB

english, 1993

45

The ECME Algorithm: A Simple Extension of EM and ECM with Faster Monotone Convergence

Chuanhai Liu and Donald B. Rubin

Journal:

Year:

1994

Language:

english

File:

PDF, 1.83 MB

english, 1994

46

Using Multivariate Matched Sampling and Regression Adjustment to Control Bias in Observational Studies

Donald B. Rubin

Journal:

Journal of the American Statistical Association

Year:

1979

Language:

english

File:

PDF, 1.55 MB

english, 1979

47

Identification of Causal Effects Using Instrumental Variables: Rejoinder

Joshua D. Angrist, Guido W. Imbens and Donald B. Rubin

Journal:

Journal of the American Statistical Association

Year:

1996

Language:

english

File:

PDF, 1.53 MB

english, 1996

48

[On the Application of Probability Theory to Agricultural Experiments. Essay on Principles. Section 9.] Comment: Neyman (1923) and Causal Inference in Experiments and Observational Studies

Donald B. Rubin

Journal:

Statistical Science

Year:

1990

Language:

english

File:

PDF, 1.30 MB

english, 1990

49

Elaborated Student Talk in an Elementary ESoL Classroom

Maureen P. Boyd and Donald L. Rubin

Journal:

Research in the Teaching of English

Year:

2002

Language:

english

File:

PDF, 4.36 MB

english, 2002

50

For Objective Causal Inference, Design Trumps Analysis

Donald B. Rubin

Journal:

The Annals of Applied Statistics

Year:

2008

Language:

english

File:

PDF, 2.85 MB

english, 2008

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