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Publications by Guido W. Imbens

Efficient Estimation of Average Treatment Effects Using the Estimated Propensity Score

SSRN Electronic Journal

English

Simple and Bias-Corrected Matching Estimators for Average Treatment Effects

SSRN Electronic Journal

English

Related publications

On the Role of the Propensity Score in Efficient Semiparametric Estimation of Average Treatment Effects

English

Matching on the Estimated Propensity Score

English

Stratification and Weighting via the Propensity Score in Estimation of Causal Treatment Effects: A Comparative Study

Statistics in Medicine

English

Efficient Estimation of Average Treatment Effects With Mixed Categorical and Continuous Data

Journal of Business and Economic Statistics

Social Sciences

English

High-Dimensional Propensity Score Adjustment in Studies of Treatment Effects Using Health Care Claims Data

English

Bounding Average Treatment Effects Using Linear Programming

English

Efficient Classification Using Average Weighted Pattern Score With Attribute Rank Based Feature Selection

International Journal of Intelligent Systems and Applications

Signal Processing

Human-Computer Interaction

Computer Networks

Computer Science Applications

Artificial Intelligence

English

A Note on Variance Estimation for the Oaxaca Estimator of Average Treatment Effects

Economics Letters

English

Improving Propensity Score Weighting Using Machine Learning

Statistics in Medicine

English