High Quality Content by WIKIPEDIA articles! In statistics and signal processing, autoregressive–moving-average (ARMA) models, sometimes called Box–Jenkins models after the iterative Box–Jenkins methodology usually used to estimate them, are typically applied to autocorrelated time series data.