A Microeconometric Evaluation of the Active Labour Market Policy in Switzerland

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

1983 • 26,882 citations

Estimating causal effects of treatments in randomized and nonrandomized studies.

1974 • 8,622 citations

Statistics and Causal Inference

1986 • 4,803 citations

Constructing a Control Group Using Multivariate Matched Sampling Methods That Incorporate the Propensity Score

1985 • 4,508 citations

Matching As An Econometric Evaluation Estimator

1998 • 3,714 citations

Constructing a Control Group Using Multivariate Matched Sampling Methods That Incorporate the Propensity Score

1985 • 3,694 citations

The Economics and Econometrics of Active Labor Market Programs

1999 • 3,182 citations

Does matching overcome LaLonde's critique of nonexperimental estimators?

2004 • 3,019 citations

SOME THOUGHTS ON THE DISTRIBUTION OF EARNINGS 1

1951 • 2,981 citations

Handbook of Labor Economics

1989 • 2,898 citations

Causal Effects in Nonexperimental Studies: Reevaluating the Evaluation of Training Programs

1999 • 2,378 citations

Characterizing Selection Bias Using Experimental Data

1998 • 2,356 citations

Evaluating the Econometric Evaluations of Training Programs with Experimental Data

1986 • 1,814 citations

The role of the propensity score in estimating dose-response functions

2000 • 1,715 citations

Empirical Strategies in Labor Economics

1999 • 1,686 citations

Assignment to Treatment Group on the Basis of a Covariate

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Handbook of Econometrics.

1985 • 815 citations

ECONOMETRIC ANALYSIS OF QUALITATIVE RESPONSE MODELS

1984 • 798 citations

Identification and estimation of causal effects of multiple treatments under the conditional independence assumption

2001 • 749 citations

Program Heterogeneity and Propensity Score Matching: An Application to the Evaluation of Active Labor Market Policies

2002 • 509 citations

Smooth unbiased multivariate probability simulators for maximum likelihood estimation of limited dependent variable models

1993 • 478 citations

Estimating the Labor Market Impact of Voluntary Military Service Using Social Security Data on Military Applicants

1998 • 468 citations

Earnings and Employment Effects of Continuous Gff-the-Job Training in East Germany After Unification

1999 • 395 citations

Some Practical Issues in the Evaluation of Heterogeneous Labour Market Programmes by Matching Methods

2002 • 370 citations

Alternative Computational Approaches to Inference in the Multinomial Probit Model

1994 • 307 citations

Alternative Methods for Solving the Problem of Selection Bias in Evaluating the Impact of Treatments on Outcomes

1986 • 305 citations

An Evaluation of Public-Sector-Sponsored Continuous Vocational Training Programs in East Germany

2000 • 286 citations

Does Matching Overcome Lalonde's Critique of Nonexperimental Estimators?

2001 • 272 citations

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

2006 • 217 citations

Earnings and Employment Effects of Continuous Off-the-Job Training in East Germany after Unification

1999 • 196 citations

Enhancing the Effectiveness of Active Labour Market Policies: Evidence from Programme Evaluations in OECD Countries

1996 • 190 citations

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

1991 • 189 citations

Drawing Inferences From Self-selected Samples

2013 • 118 citations

A Note on the Common Support Problem in Applied Evaluation Studies

2001 • 53 citations

Labour Market Policies and the Public Employment Service

2001 • 48 citations

Programme Heterogeneity and Propensity Score Matching: An Application to the Evaluation of Active Labour Market Policies

2000 • 48 citations

The relative efficiency of labor market programs: Swedish experience from the 1990's

2001 • 38 citations

Microeconometric Evaluation of Active Labour Market Policies

2003 • 14 citations