Forecast Precision and Forecast Accuracy from Moving Average and Moving Median Methods on Skewed Lognormal Time Series

Abstract

We examine the forecast precision and accuracy for forecasts from moving average and moving median methods on skewed i.i.d. time series following various lognormal probability distributions. Overall, we recommend the Moving Average method, MA, when forecasting time series that follow lognormal distributions.