Inference for the Complier-Average Causal Effect From Longitudinal Data Subject to Noncompliance and Missing Data, With Application to a Job Training Assessment for the Unemployed

Maximum Likelihood from Incomplete Data Via the EM Algorithm

1977 • 46,601 citations

Society and the Adolescent Self-Image

1965 • 27,951 citations

Statistical Analysis With Missing Data

1989 • 18,117 citations

Inference from Iterative Simulation Using Multiple Sequences

1992 • 14,856 citations

Inference and missing data

1976 • 8,904 citations

Identification of Causal Effects Using Instrumental Variables

1996 • 3,817 citations

Identification and Estimation of Local Average Treatment Effects

1994 • 3,486 citations

Bayesian Inference for Causal Effects: The Role of Randomization

1978 • 2,427 citations

Adaptive Rejection Sampling for Gibbs Sampling

1992 • 1,658 citations

Unbalanced Repeated-Measures Models with Structured Covariance Matrices

1986 • 1,343 citations

Correcting for Noncompliance and Dependent Censoring in an AIDS Clinical Trial with Inverse Probability of Censoring Weighted (IPCW) Log‐Rank Tests

2000 • 752 citations

Robust Statistical Modeling Using the t Distribution

1989 • 717 citations

Tools for Statistical Inference

1997 • 684 citations

Maximum Likelihood Estimation from Incomplete Data

1958 • 613 citations

The Hopkins Symptom Checklist (HSCL)

1979 • 563 citations

Accounting for No-Shows in Experimental Evaluation Designs

1984 • 557 citations

Bayesian inference for causal effects in randomized experiments with noncompliance

1997 • 541 citations

Using EM to Obtain Asymptotic Variance-Covariance Matrices: The SEM Algorithm

1991 • 535 citations

Bounds on Treatment Effects from Studies with Imperfect Compliance

1997 • 528 citations

Estimating Outcome Distributions for Compliers in Instrumental Variables Models

1997 • 463 citations

Job seeking, reemployment, and mental health: A randomized field experiment in coping with job loss.

1989 • 415 citations

Addressing complications of intention-to-treat analysis in the combined presence of all-or-none treatment-noncompliance and subsequent missing outcomes

1999 • 387 citations

Effects of Unemployment on Health in a Community Survey: Main, Modifying, and Mediating Effects

1988 • 375 citations

Multivariate Correlation Models with Mixed Discrete and Continuous Variables

1961 • 365 citations

Identification of Causal Effects Using Instrumental Variables: Comment

1996 • 310 citations

Unemployment, Reemployment, and Emotional Functioning in a Community Sample

1989 • 291 citations

The health effects of economic insecurity.

1991 • 285 citations

Economic Predictors of Depressed Mood and Stressful Life Events in a Metropolitan Community

1977 • 283 citations

Impact of the JOBS intervention on unemployed workers varying in risk for depression

1995 • 271 citations

Modeling the Drop-Out Mechanism in Repeated-Measures Studies

1995 • 263 citations

Maximum likelihood estimation for mixed continuous and categorical data with missing values

1985 • 237 citations

Nonparametric IV estimation of local average treatment effects with covariates

2006 • 236 citations

Personal and Ideological Aspects of Internal and External Control

1978 • 234 citations

Statistical techniques for analyzing data from prevention trials: Treatment of no-shows using Rubin's causal model.

1998 • 224 citations

Unionism and Relative Wages in the United States: An Empirical Inquiry

1965 • 184 citations

Impact of a Preventive Job Search Intervention on the Likelihood of Depression Among the Unemployed

1992 • 182 citations

A Numerical Procedure to Generate a Sample Covariance Matrix

1966 • 152 citations

Unionism and Relative Wages in the United States: An Empirical Inquiry

1965 • 151 citations

Unemployment, distress, and coping: A panel study of autoworkers.

1993 • 133 citations

Unemployment, distress, and coping: A panel study of autoworkers.

1993 • 124 citations

Using EM to Obtain Asymptotic Variance-Covariance Matrices: The SEM Algorithm

1991 • 121 citations

A comparative analysis of two community stressors' long‐term mental health effects

1987 • 119 citations

Methods for Conducting Sensitivity Analysis of Trials with Potentially Nonignorable Competing Causes of Censoring

2001 • 111 citations

Hard Heads, Soft Hearts: Tough-Minded Economics for a Just Society

1988 • 89 citations

Analysis of Survival Data from a Randomized Trial with All-or-None Compliance: Estimating the Cost-Effectiveness of a Cancer Screening Program

1998 • 84 citations

Bounds on Treatment Effects From Studies With Imperfect Compliance

1997 • 79 citations

Effects of Recent and Past Stress on Mental Health: Coping with Unemployment Among Vietnam Veterans and Nonveterans¹

1987 • 60 citations

A Numerical Procedure to Generate a Sample Covariance Matrix

1966 • 27 citations

Analysis of Survival Data from a Randomized Trial with All-or-None Compliance: Estimating the Cost-Effectiveness of a Cancer Screening Program

1998 • 8 citations

Statistical analysis of longitudinal data with dropouts.

1997 • 2 citations

Deleted Work

1955 • 0 citations