Identification of Causal Effects Using Instrumental Variables

Limited-dependent and qualitative variables in econometrics

1983 • 13,615 citations

Statistical Methods for Research Workers

1945 • 11,140 citations

Estimating causal effects of treatments in randomized and nonrandomized studies.

1974 • 8,622 citations

Statistics and Causal Inference

1986 • 4,803 citations

Bayesian Inference for Causal Effects: The Role of Randomization

1978 • 2,427 citations

Does Compulsory School Attendance Affect Schooling and Earnings?

1991 • 2,360 citations

The Method of Path Coefficients

1934 • 2,246 citations

Evaluating the Econometric Evaluations of Training Programs with Experimental Data

1986 • 1,814 citations

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

1990 • 1,563 citations

VARIETIES OF SELECTION BIAS

1990 • 1,255 citations

The Probability Approach in Econometrics

1944 • 1,253 citations

Randomization Analysis of Experimental Data: The Fisher Randomization Test Comment

1980 • 1,217 citations

Errors in Variables

1954 • 1,201 citations

Alternative methods for evaluating the impact of interventions

1985 • 1,184 citations

The History of Econometric Ideas

1990 • 1,050 citations

Planning of Experiments

1958 • 1,040 citations

Assessing Sensitivity to an Unobserved Binary Covariate in an Observational Study with Binary Outcome

1983 • 1,036 citations

A New Design for Randomized Clinical Trials

1979 • 1,027 citations

Differential Mortality in the United States: A Study in Socioeconomic Epidemiology.

1975 • 972 citations

The Statistical Implications of a System of Simultaneous Equations

1943 • 970 citations

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

1995 • 827 citations

Structural Equation Methods in the Social Sciences

1972 • 681 citations

[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

1990 • 627 citations

Identifiability, Exchangeability, and Epidemiological Confounding

1986 • 622 citations

Lifetime Earnings and the Vietnam Era Draft Lottery: Evidence from Social Security Administrative Records: Errata

1990 • 607 citations

Lifetime Earnings and the Vietnam Era Draft Lottery: Evidence from Social Security Administrative Records

1989 • 555 citations

Bayesian inference for causal effects in randomized experiments with noncompliance

1997 • 541 citations

Correcting for non-compliance in randomized trials using rank preserving structural failure time models

1991 • 395 citations

On estimating efficacy from clinical trials

1991 • 329 citations

Compliance as an Explanatory Variable in Clinical Trials

1991 • 297 citations

Analysis of clinical trials by treatment actually received: Is it really an option?

1991 • 283 citations

Delayed Effects of the Military Draft on Mortality

1986 • 230 citations

Practical Implications of Modes of Statistical Inference for Causal Effects and the Critical Role of the Assignment Mechanism

2006 • 217 citations

A Note About Models for Selectivity Bias

1985 • 204 citations

The selection problem

2008 • 191 citations

Measuring the Effect of Income on Adult Mortality Using Longitudinal Administrative Record Data

1986 • 179 citations

Simultaneous-equation estimation in a clinical trial of the effect of smoking on birth weight.

1989 • 138 citations

A Mathematical Theory of the Incidence of Taxation

1944 • 129 citations

Randomization and Social Affairs: The 1970 Draft Lottery

1971 • 124 citations

Veteran Status as a Screening Device

1980 • 94 citations

The causes of human variability.

1919 • 67 citations

Sources of Identifying Information in Evaluation Models

1991 • 49 citations

Estimating the Payoff to Schooling Using the Vietnam-Era Draft Lottery

1992 • 29 citations

Non-Parametric Demand Analysis with an Application to the Demand for Fish

1995 • 17 citations

PATH COEFFICIENTS RECONSIDERED

1961 • 14 citations

Deleted Work

1955 • 0 citations