Many forecasting studies compare the forecast accuracy of new methods or models against a benchmark model. Often, this benchmark is the random walk model. In this note I argue that for various reasons an IMA(1,1) model is a better benchmark in many cases.

Department of Econometrics

Franses, Ph.H.B.F. (2020). IMA (1,1) as a New Benchmark for forecast.. Retrieved from