Loading...

Assessment of Heterogeneous Treatment Effect Estimation Accuracy via Matching

We study the assessment of the accuracy of heterogeneous treatment effect (HTE) estimation, where the HTE is not directly observable so standard computation of prediction errors is not applicable. To tackle the difficulty, we propose an assessment approach by constructing pseudo-observations of the...

Full description

Saved in:
Bibliographic Details
Published in:Stat Med
Main Authors: Gao, Zijun, Hastie, Trevor, Tibshirani, Robert
Format: Artigo
Language:Inglês
Published: 2021
Subjects:
Online Access:https://ncbi.nlm.nih.gov/pmc/articles/PMC8279069/
https://ncbi.nlm.nih.gov/pubmed/33915600
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1002/sim.9010
Tags: Add Tag
No Tags, Be the first to tag this record!