Estimating Outcome Distributions for Compliers in Instrumental Variables Models

Estimating causal effects of treatments in randomized and nonrandomized studies.

1974 • 8,622 citations

On the Application of Probability Theory to Agricultural Experiments. Essay on Principles. Section 9

1990 • 1,563 citations

Estimating the Returns to Schooling: Some Econometric Problems

1977 • 1,443 citations

Randomization Analysis of Experimental Data: The Fisher Randomization Test Comment

1980 • 1,217 citations

Alternative methods for evaluating the impact of interventions

1985 • 1,184 citations

Two-Stage Least Squares Estimation of Average Causal Effects in Models with Variable Treatment Intensity

1995 • 827 citations

Maximum Likelihood Estimation from Incomplete Data

1958 • 613 citations

Bayesian inference for causal effects in randomized experiments with noncompliance

1997 • 541 citations