Model Perspective

Jul 29, 2022 · Fundamentals

Understanding Stationary Time Series: Key Definitions and Yule‑Walker Equations

This article explains the concept of wide‑sense stationary time series, introduces essential definitions such as mean, variance, autocovariance, autocorrelation, and white‑noise processes, and derives the Yule‑Walker equations that characterize linear stationary models.