Experimentation

Statistical Power

The probability of detecting a true effect of a given size. Sample size n ≈ 16·p(1−p)/δ² per arm at 80% power, α = 0.05.

Why interviewers ask about it

Halving the minimum detectable effect quadruples the required sample. That quadratic is why small model gains are so expensive to validate.

This term is part of the free AI/ML Engineer interview preparation module - browse the full glossary for every definition.