Randomised control trials

Why is RCT important? What are common types of RCTs in data science?

In this series, we will go over the following topics from causal inference methods:

• Randomised control trials (RCT) [covered in this article]

• Covariate adjustment in RCT

• Regression analysis

• Propensity score matching

• Propensity score weighting

• Double-robust estimators

• Subgroup analysis

• Double machine learning

• Instrumental variable

• Difference-in-difference

• Regressio…