Replacing quantile-regression scores with conditional density scores, estimated via a reference distribution classifier, yields shorter valid conformal intervals for individual treatment effects in the tested settings.
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Conformal Inference of Individual Treatment Effects Using Conditional Density Estimates
Replacing quantile-regression scores with conditional density scores, estimated via a reference distribution classifier, yields shorter valid conformal intervals for individual treatment effects in the tested settings.