On agnostic post hoc approaches to false positive control

TL;DR

This chapter surveys various post hoc methods designed to control false positive rates in statistical testing, highlighting their theoretical foundations and practical applications.

Contribution

It provides a partial survey of agnostic post hoc approaches to false positive control, summarizing existing methods and their theoretical properties.

Findings

Overview of post hoc false positive control methods

Comparison of different approaches' effectiveness

Identification of open challenges in the field

Abstract

This document is a book chapter which gives a partial survey on post hoc approaches to false positive control.