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i-FWER

Familywise error rate control via interactive unmasking

Overview

The i-FWER test is a multiple testing method with FWER control that allows a human analyst to look at (partial) data information and interactively adjust the procedure of excluding possible nulls.

Functions

i-FWER.R: the i-FWER algorithm

sim_dat.R: simulated data

reproduce.R: reproduce experiments in the paper

Dependencies

The code was tested on macOS using R (version 3.6.0) and the following packages:

  • magrittr
  • splines
  • robustbase
  • ggplot2