Instrumental Variables Estimates of the Effect of Subsidized Training on the Quantiles of Trainee Earnings

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

1983 • 26,882 citations

Regression Quantiles

1978 • 10,648 citations

Estimating causal effects of treatments in randomized and nonrandomized studies.

1974 • 8,622 citations

On the measurement of inequality

1970 • 6,211 citations

Changes in Relative Wages, 1963-1987: Supply and Demand Factors

1992 • 4,418 citations

Identification of Causal Effects Using Instrumental Variables

1996 • 3,817 citations

Journal of the American Statistical Association

1989 • 3,796 citations

Identification of Causal Effects Using Instrumental Variables

1996 • 3,714 citations

Identification and Estimation of Local Average Treatment Effects

1994 • 3,486 citations

Labor Market Institutions and the Distribution of Wages, 1973-1992: A Semiparametric Approach

1996 • 2,910 citations

Large sample estimation and hypothesis testing

1986 • 2,387 citations

Characterizing Selection Bias Using Experimental Data

1998 • 2,356 citations

Alternative methods for evaluating the impact of interventions

1985 • 1,184 citations

Assignment to Treatment Group on the Basis of a Covariate

1977 • 1,160 citations

Changes in the U.S. Wage Structure 1963-1987: Application of Quantile Regression

1994 • 1,132 citations

Making The Most Out Of Programme Evaluations and Social Experiments: Accounting For Heterogeneity in Programme Impacts

1997 • 943 citations

Convergence rates and asymptotic normality for series estimators

1997 • 744 citations

The Asymptotic Variance of Semiparametric Estimators

1994 • 715 citations

The Effect of Unions on the Structure of Wages: A Longitudinal Analysis

1996 • 682 citations

Asymptotics for Least Absolute Deviation Regression Estimators

1991 • 648 citations

Algorithm AS 229: Computing Regression Quantiles

1987 • 642 citations

Handbook of econometrics

1986 • 636 citations

An Improved Algorithm for Discrete $l_1 $ Linear Approximation

1973 • 599 citations

Longitudinal Analysis of Labor Market Data

1985 • 557 citations

Accounting for No-Shows in Experimental Evaluation Designs

1984 • 557 citations

Estimating Outcome Distributions for Compliers in Instrumental Variables Models

1997 • 463 citations

Unionism and the Dispersion of Wages

1980 • 451 citations

Estimating the asymptotic covariance matrix for quantile regression models a Monte Carlo study

1995 • 421 citations

Union Relative Wage Effects: A Survey

1986 • 414 citations

Quantile regression, censoring, and the structure of wages

2008 • 407 citations

The Promise of Public Sector-Sponsored Training Programs

1995 • 357 citations

Nonparametric Estimation of Exact Consumers Surplus and Deadweight Loss

1995 • 292 citations

Independence, Monotonicity, and Latent Index Models: An Equivalence Result

2002 • 281 citations

The Benefits and Costs of JTPA Title II-A Programs: Key Findings from the National Job Training Partnership Act Study

1997 • 262 citations

Two Stage Least Absolute Deviations Estimators

1982 • 243 citations

Analog estimation methods in econometrics

1988 • 243 citations

An Alternative Estimator for the Censored Quantile Regression Model

1998 • 209 citations

An Empirical Quantile Function for Linear Models with iid Errors

1982 • 207 citations

An Index of Inequality: With Applications to Horizontal Equity and Social Mobility

1983 • 142 citations

The Asymptotic Normality of Two-Stage Least Absolute Deviations Estimators

1983 • 142 citations

An Empirical Quantile Function for Linear Models with | operatornameiid Errors

1982 • 137 citations

Efficient Estimation of Linear and Type I Censored Regression Models Under Conditional Quantile Restrictions

1990 • 132 citations

15 A guide to censored quantile regressions

1997 • 129 citations

Asymptotic behavior of regression quantiles in non-stationary, dependent cases

1991 • 106 citations

The Mixing Problem in Programme Evaluation

1997 • 77 citations

Sources of Identifying Information in Evaluation Models

1991 • 49 citations

Nonlinear Power of Adjacent Extreme Point Methods in Linear Programming

1957 • 44 citations

Computational aspects of censored quantile regression

1997 • 32 citations

The theory and practice of quantile regression

1991 • 29 citations

Semiparametric Estimation of Instrumental Variable Models for Causal Effects

2000 • 16 citations

Bootstrap Tests for the Effect of a Treatment on the Distribution of an Outcome Variable

2000 • 2 citations