Incomplete Panels and Selection Bias

Sample Selection Bias as a Specification Error

1979 • 27,564 citations

Specification Tests in Econometrics

1978 • 17,234 citations

Limited-dependent and qualitative variables in econometrics

1983 • 13,615 citations

The General Theory of Employment, Interest and Money.

1936 • 13,605 citations

Inference and missing data

1976 • 8,904 citations

On the Pooling of Time Series and Cross Section Data

1978 • 4,737 citations

On the Convergence Properties of the EM Algorithm

1983 • 3,229 citations

Analysis of Covariance with Qualitative Data

1980 • 2,696 citations

Statistical Analysis with Missing Data

1988 • 2,271 citations

Tobit models: A survey

1984 • 1,482 citations

Exogeneity

1983 • 1,271 citations

Alternative methods for evaluating the impact of interventions

1985 • 1,184 citations

Alternative methods for evaluating the impact of interventions

1985 • 864 citations

Advanced Econometrics.

1987 • 833 citations

A Quantitative Review of Research Design Effects on Response Rates to Questionnaires

1983 • 699 citations

Maximum Likelihood Estimation from Incomplete Data

1958 • 613 citations

Testing for Selectivity Bias in Panel Data Models

1992 • 563 citations

Anatomy of the Selection Problem

1989 • 547 citations

Attrition Bias in Experimental and Panel Data: The Gary Income Maintenance Experiment

1979 • 509 citations

Wage Comparisons--A Selectivity Bias

1974 • 429 citations

A Least Squares Correction for Selectivity Bias

1980 • 373 citations

Sample Selection Bias as a Specification Error: A Comment

1981 • 368 citations

Missing-Data Adjustments in Large Surveys

1988 • 294 citations

Compensating for missing survey data

1982 • 253 citations

Estimation of the error-components model with incomplete panels

1989 • 227 citations

Incomplete panels

1994 • 224 citations

Nonresponse in panel data: The impact on estimates of a life cycle consumption function

1992 • 224 citations

A Note About Models for Selectivity Bias

1985 • 204 citations

Panel data and labor market studies

1990 • 194 citations

Extensions of estimation methods using the EM algorithm

1991 • 187 citations

Real Wages over the Business Cycle: Estimating the Impact of Heterogeneity with Micro Data

1988 • 183 citations

Comments on Selectivity Biases in Wage Comparisons

1974 • 176 citations

Missing Values in Experiments Analysed on Automatic Computers

1956 • 172 citations

Further Evidence on Factors Affecting Response Rates to Mailed Questionnaires

1982 • 134 citations

Pooling cross-sections with unequal time-series lengths

1985 • 97 citations

Estimating fixed and random effects models with selectivity

1992 • 88 citations

Hourly Earnings in the United States: Another Look at Unionization, Schooling, Sickness, and Unemployment Using PSID Data

1985 • 87 citations

Estimating economic relations from incomplete cross-section/time-series data

1981 • 75 citations

Structural Analysis of Discrete Data With Econometric Applications

1984 • 75 citations

Proceedings of the Econometric Society European Meeting 1979.

1983 • 63 citations

Models for Nonresponse in Sample Surveys

1982 • 55 citations

On the estimation of a fixed effects model with selectivity bias

1990 • 55 citations

On Jointly Estimating Parameters and Missing Data by Maximizing the Complete-Data Likelihood

1983 • 47 citations

The efficiency of rotating-panel designs in an analysis-of-variance model

1991 • 38 citations

Estimation of time-dependent parameters in linear models using cross-sections, panels, or both

1990 • 36 citations

Imputation of Missing Values when the Probability of Response Depends on the Variable Being Imputed

1982 • 35 citations

Optimal Experimental Design for Error Components Models

1988 • 31 citations

Attrition Bias in Econometric Models Estimated with Panel Data

1983 • 25 citations

Making effective use of mailed questionnaires

1990 • 25 citations

TIMING OF SURVEYS FOR PUBLIC POLICY

1986 • 19 citations

Missing observations and panel data

1991 • 19 citations

Two-step estimation of simultaneous equation panel data models with censored endogenous variables

1994 • 16 citations

Potentials and pitfalls of panel data The case of job mobility

1989 • 13 citations

The optimal choice of controls and pre-experimental observations

1992 • 10 citations

Missing measurements in discrete response models

1990 • 9 citations

PRACTITIONERS' CORNER: A Comparison of Covariance Estimators for Complete and Incomplete Panel Data Models^†

1991 • 7 citations

Missing measurements in limited dependent variable models

1988 • 7 citations

Missing measurements in econometric models with no auxiliary relations

1993 • 3 citations