Semiparametric Efficiency in GMM Models with Nonclassical Measurement Error

Inference and missing data

1976 • 8,904 citations

Matching As An Econometric Evaluation Estimator

1998 • 3,714 citations

The Economics and Econometrics of Active Labor Market Programs

1999 • 3,182 citations

Estimation of Regression Coefficients When Some Regressors are not Always Observed

1994 • 2,396 citations

Efficient Estimation of Average Treatment Effects Using the Estimated Propensity Score

2003 • 2,234 citations

Design-adaptive Nonparametric Regression

1992 • 1,206 citations

On the Role of the Propensity Score in Efficient Semiparametric Estimation of Average Treatment Effects

1998 • 950 citations

Semi-Nonparametric Maximum Likelihood Estimation

1987 • 926 citations

Micro-Level Estimation of Poverty and Inequality

2003 • 924 citations

Semiparametric Efficiency in Multivariate Regression Models with Missing Data

1995 • 839 citations

Efficient Estimation of Models with Conditional Moment Restrictions Containing Unknown Functions

2003 • 758 citations

Efficient Semiparametric Estimation of Quantile Treatment Effects

2007 • 628 citations

Semiparametric efficiency bounds

1990 • 536 citations

Inverse probability weighted M-estimators for sample selection, attrition, and stratification

2002 • 502 citations

Evidence on the Validity of Cross-Sectional and Longitudinal Labor Market Data

1994 • 443 citations

Large Sample Sieve Estimation of Semi-Nonparametric Models

2007 • 417 citations

Nonparametric Estimation of Sample Selection Models

2003 • 411 citations

Estimating Exposure Effects by Modelling the Expectation of Exposure Conditional on Confounders

1992 • 379 citations

Sieve Extremum Estimates for Weakly Dependent Data

1998 • 286 citations

Expected Poverty Under Risk-Induced Welfare Variability

1988 • 256 citations

Estimation of Nonlinear Models with Measurement Error

2003 • 247 citations

Measurement Error in the Current Population Survey: A Nonparametric Look

1998 • 187 citations

Semiparametric Estimation in Logistic Measurement Error Models

1991 • 186 citations

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

1991 • 185 citations

Measurement Error Models with Auxiliary Data

2005 • 183 citations

Semiparametric regression estimation in the presence of dependent censoring

1995 • 173 citations

Robust and consistent estimation of nonlinear errors-in-variables models

2002 • 142 citations

Calculating Comparable Statistics From Incomparable Surveys, With an Application to Poverty in India

2007 • 90 citations

Mean-square-error Calculations for Average Treatment Effects

2005 • 79 citations

Assessing Variability Due to Race Bridging

2003 • 11 citations