2 papers
stat.ME2024
Efficient and Model-Agnostic Parameter Estimation Under Privacy-Preserving Post-randomization Data
Qinglong Tian, Jiwei Zhao
Protecting individual privacy is crucial when releasing sensitive data for public use. While data de-identification helps, it is not enough. This paper addresses parameter estimati…
stat.AP2021
A Statistical Inference Framework for the Minimal Clinically Important Difference
Zehua Zhou, Leslie J. Bisson, Jiwei Zhao
In clinical research, the effect of a treatment or intervention is widely assessed through clinical importance, instead of statistical significance. In this paper, we propose a pri…