Time series Forecasting using Holt-Winters Exponential Smoothing

Many industrial time series exhibit seasonal behavior, such as demand for apparel or toys. Consequently, seasonal forecasting problems are of considerable importance. This report concentrates on the analysis of seasonal time series data using Holt-Winters exponential smoothing methods. Two models discussed here are the Multiplicative Seasonal Model and the Additive Seasonal Model.