Multiple Comparisons › Decision Framework

Michael BrenndoerferJanuary 9, 20262 min read
Machine Learning from ScratchAll chapters
Part 2 of 9Hypothesis Testing
Chapter 21Multiple Comparisons › Decision Framework
Reading section 9 of 12 · Decision Framework · 2 minSection 9 of 12 · 2 min

Book contents

Machine Learning from Scratch9 parts · 66 chaptersView the whole book →
Active chapter 21 of 66

Section 9 of 12 · 2 min read

Multiple Comparisons › Decision FrameworkOne section · Sections in this chapter9 / 12 ↓
Sections in this chapter12
Reading tools Definitions & inline links

Choose your expertise level to adjust how many terms are explained. Beginners see more tooltips, experts see fewer to maintain reading flow. Hover over underlined terms for instant definitions.

Article links

Make inline references clickable

Out[17]:
Visualization
Decision tree diagram for selecting multiple comparison correction methods.
Decision framework for choosing a multiple comparison correction method. The choice depends on whether you're doing confirmatory or exploratory research, the dependence structure among tests, and your tolerance for different types of errors.