mean-independence

Model Perspective

Jul 30, 2022 · Fundamentals

When Does Mean Independence Imply Full Independence? A Deep Dive

This article defines independence for continuous random variables, introduces the weaker concept of mean‑independence, explains how it differs from linear uncorrelatedness, and presents key propositions and proofs showing that mutual independence implies mean‑independence while the converse does not hold.