Exponential Smoothing Approaches In Time Series Forecasting

Simple and effective on a variety of time series

Photo by Ocean Ng on Unsplash

In this post, we describe and explain certain classical algorithms that forecast future values of time series. These algorithms, called exponential smoothers, have been in wide use for many decades. We convey intuition with examples, some augmented with Python code in an appendix