Inference on Selected Subgroups in Clinical Trials

By Chao Cheng in Post-selection inference Bootstrap Subgroup analysis

February 27, 2022

Abstract

In this group seminar, I will talk about how to perform inference on selected subgroups based on the paper by Xinzhou Guo and Xuming He.

Date

February 28, 2022

Time

7:00 PM – 8:00 PM

Location

Room 1114, Scientific Research Laboratory Building

Event

Group seminar

Direct inference on the selected subgroup without taking account of the selection procedure will always give an over-optimistic results. In this paper, the authors propose a bootstrap method for asymptotic sharp inference on the effect of the selected subgroups by calibrate against the selection bias.

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Posted on:
February 27, 2022
Length:
1 minute read, 45 words
Categories:
Post-selection inference Bootstrap Subgroup analysis
Tags:
Post-selection inference Bootstrap Subgroup analysis
See Also:
Robust analysis of cancer heterogeneity for high-dimensional data
Robust Analysis of Cancer Heterogeneity for High-dimensional Data
Robust Subgroup Analysis for High-dimensional Data(preprint)