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Intro to Causal Inference

Chapter 8. Applications to Clinical Trials

Intro to Causal Inference

Introduction
Chapter 1. Causality
Chapter 2. Randomization Methods
Chapter 3. Prelimilaries on Hypothesis Testing
Chapter 4. Univariate Two-Sample Test
Chapter 5. Regression Analysis of Experimental Data
Chapter 6. Handling Noncompliance through Instrumental Variable Approach
Chapter 7. Survival Analysis
Chapter 8. Applications to Clinical Trials
Chapter 9. Applications to A/B Testing
Chapter 10. Observational Studies
Chapter 11. VanderWeele-Ding Sensitivity Analysis

Clinical Trials

As defined in Friedman et al. (2015): ``A clinical trial is a prospective study comparing the effects and value of intervention (s) against a control in human beings.''

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