Section: Statistics•ID #118

False Discovery Rate & Multiple Testing

Step 1: TheoryTheory Article

False Discovery Rate Overview

Study the core concepts and background material for this learning item.

Step 2: PracticeDeep-ML Challenge

Phi Coefficient Exercise

Solve the challenges and apply your knowledge interactively.

Hard25 min estimated study

Overview

Manage false discovery rates in large concurrent hypothesis test datasets using BH metrics.

Learning Objectives

  • Explain multiple comparisons type-I error inflation
  • Apply Benjamini-Hochberg FDR adjustments on hypothesis arrays

Prerequisites

Tracking Control

Completion Reward+250 XP
Study Checklist
Studied theory resource
Completed practice exercise