AI & MLRecommendedAIML-CAU-004

Randomized Experiments

Randomisation breaks confounding by design; the gold standard and its practical limits.

Difficulty
3 / 5
Importance
4 / 5
Study time
1–2 h
Kind of work
Mixed

Why it matters

The learner can explain why randomisation makes treated and control groups comparable and estimate an effect with a confidence interval.

The route to this topic

Route AIML-CAU-004