Inverse probability weighted estimation for general missing data problems

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

Paul R. Rosenbaum, Donald B. Rubin · Biometrika · 1983 · 30.1K citations · Full text

Behavioral Decision Making, Treatment Effect, Conditional Probability +21

Statistical Analysis With Missing Data

Maureen Lahiff, Roderick J. A. Little, Donald B. Rubin · Journal of the American Statistical Association · 1989 · 17.5K citations

Engineering, Estimation Statistic, Data Preparation +9

Inference and missing data

Donald B. Rubin · Biometrika · 1976 · 9.5K citations

The Common Structure of Statistical Models of Truncation, Sample Selection and Limited Dependent Variables and a Simple Estimator for Such Models

James J. Heckman · Annals of Economic and Social Measurement · 1976 · 5.1K citations

Econometric Model, Economics, Estimation Statistic +10

A Generalization of Sampling Without Replacement From a Finite Universe

Daniel G. Horvitz, Donovan J. Thompson · Journal of the American Statistical Association · 1952 · 3K citations

Sampling (Signal Processing), Engineering, Sampling Technique +16