A comparison of treatment effects estimators using a structural model of AMI treatment choices and severity of illness information from hospital charts

A new method of classifying prognostic comorbidity in longitudinal studies: Development and validation

1987 • 44,619 citations

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

1983 • 26,882 citations

Econometric Analysis of Cross Section and Panel Data

2001 • 26,861 citations

Multiple Imputation for Nonresponse in Surveys

1987 • 19,035 citations

Microeconometrics

2005 • 7,786 citations

Instrumental Variables Regression with Weak Instruments

1997 • 6,543 citations

Matching As An Econometric Evaluation Estimator: Evidence from Evaluating a Job Training Programme

1997 • 5,251 citations

Problems with Instrumental Variables Estimation when the Correlation between the Instruments and the Endogenous Explanatory Variable is Weak

1995 • 3,855 citations

Matching As An Econometric Evaluation Estimator

1998 • 3,714 citations

Identification and Estimation of Local Average Treatment Effects

1994 • 3,486 citations

The Economics and Econometrics of Active Labor Market Programs

1999 • 3,182 citations

Nonparametric Estimation of Average Treatment Effects Under Exogeneity: A Review

2004 • 2,933 citations

Handbook of Labor Economics

1989 • 2,898 citations

A Method for Minimizing the Impact of Distributional Assumptions in Econometric Models for Duration Data

1984 • 2,879 citations

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

1999 • 2,378 citations

Structural analysis of discrete data with econometric applications

1982 • 2,021 citations

Econometric Models of Probabilistic Choice

1981 • 1,903 citations

Evaluating the Econometric Evaluations of Training Programs with Experimental Data

1986 • 1,814 citations

Empirical Strategies in Labor Economics

1999 • 1,686 citations

Treatment of myocardial infarction in a coronary care unit.

1969 • 1,601 citations

Structural Equations, Treatment Effects, and Econometric Policy Evaluation1

2005 • 1,186 citations

Problems with Instrumental Variables Estimation When the Correlation Between the Instruments and the Endogeneous Explanatory Variable is Weak

1995 • 979 citations

How Social Security and Medicare Affect Retirement Behavior In a World of Incomplete Markets

1997 • 946 citations

On the Failure of the Bootstrap for Matching Estimators

2008 • 803 citations

Does More Intensive Treatment of Acute Myocardial Infarction in the Elderly Reduce Mortality?

1994 • 765 citations

Structural estimation of markov decision processes

1986 • 550 citations

Chapter 70 Econometric Evaluation of Social Programs, Part I: Causal Models, Structural Models and Econometric Policy Evaluation

2007 • 541 citations

Handbook of Econometrics.

1987 • 510 citations

Improving the Quality of Care for Medicare Patients With Acute Myocardial Infarction

1998 • 509 citations

Improving Quality of Care for Acute Myocardial Infarction<SUBTITLE>The Guidelines Applied in Practice (GAP) Initiative</SUBTITLE>

2002 • 502 citations

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

1999 • 458 citations

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2007 • 347 citations

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2013 • 294 citations

Hospital ownership and cost and quality of care: is there a dime’s worth of difference?

2001 • 277 citations

Estimating treatment effects for discrete outcomes when responses to treatment vary: an application to Norwegian vocational rehabilitation programs

2004 • 271 citations

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2007 • 219 citations

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2004 • 206 citations

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2005 • 200 citations

Finite Mixture Distributions, Sequential Likelihood and the EM Algorithm

2003 • 196 citations

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1999 • 183 citations

Does more intensive treatment of acute myocardial infarction in the elderly reduce mortality? Analysis using instrumental variables

1994 • 171 citations

Predicting one-year mortality among elderly survivors of hospitalization for an acute myocardial infarction: results from the Cooperative Cardiovascular Project

2001 • 132 citations

Sensitivity of matching-based program evaluations to the availability of control variables

2013 • 129 citations

The marginal cost-effectiveness of medical technology: A panel instrumental-variables approach

1997 • 97 citations

Econometrics for Evaluations: An Introduction to Recent Developments

2003 • 96 citations

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1999 • 84 citations

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2012 • 64 citations

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1997 • 62 citations

Learning and the evolution of medical technologies: the diffusion of coronary angioplasty

2002 • 60 citations

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1994 • 44 citations

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2010 • 37 citations

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2014 • 22 citations

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2001 • 21 citations

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2014 • 21 citations

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2009 • 2 citations