57 citations · 84 across the 20 of their papers we have counts for
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econ.EM2021
Probabilistic Prediction for Binary Treatment Choice: with focus on personalized medicine
Charles F. Manski
This paper extends my research applying statistical decision theory to treatment choice with sample data, using maximum regret to evaluate the performance of treatment rules. The s…
econ.EM2021
Misguided Use of Observed Covariates to Impute Missing Covariates in Conditional Prediction: A Shrinkage Problem
Charles F Manski, Michael Gmeiner, Anat Tamburc
Researchers regularly perform conditional prediction using imputed values of missing data. However, applications of imputation often lack a firm foundation in statistical theory. T…