Revisiting Inference for ARMA Models: Improved Fits and Superior Confidence Intervals

Jesse Wheeler, Edward L. Ionides

Autoregressive moving average (ARMA) models are widely used for analyzing time series data. However, standard likelihood-based inference methodology for ARMA models has avoidable l…