Estimation of Linear Models with Incomplete Data

Maximum Likelihood from Incomplete Data Via the EM Algorithm

1977 • 46,601 citations

Sample Selection Bias as a Specification Error

1979 • 27,564 citations

Principles of Econometrics

1973 • 3,349 citations

Maximum Likelihood Estimates for a Multivariate Normal Distribution when some Observations are Missing

1957 • 494 citations

Some contributions to efficient statistics in structural models: Specification and estimation of moment structures

1983 • 454 citations

Formalizing Subjective Notions about the Effect of Nonrespondents in Sample Surveys

1977 • 362 citations

Moments and Distributions of Estimates of Population Parameters from Fragmentary Samples

1932 • 216 citations

Characterizing the Estimation of Parameters in Incomplete-Data Problems

1974 • 209 citations

Maximum Likelihood Estimation and Model Selection in Contingency Tables with Missing Data

1982 • 141 citations

Linear Regression Analysis with Missing Observations among the Independent Variables

1964 • 97 citations

Estimation of Parameters in the Multivariate Normal Distribution with Missing Observations

1968 • 90 citations

Maximum-Likelihood Estimation in Panel Studies with Missing Data

1980 • 73 citations

Asymptotic comparison of missing data procedures for estimating factor loadings

1983 • 71 citations

Estimation with incomplete data: An improved computational method and the analysis of nested data

1979 • 15 citations