AI Algorithm Path

Aug 1, 2025 · Fundamentals

Intuitive Explanation of the Exponential Weighted Moving Average Algorithm

This article explains the exponential weighted moving average (EWMA) as a practical time‑series approximation method, detailing its motivation, recursive formula, weight decay behavior, typical beta values, and a bias‑correction technique that improves early‑stage estimates.