ABSTRACT

Methods for analyzing time-series data have developed independently in different areas, producing disparate collections of methods that appear to have little relationship. These include analyses in the frequency domain; autoregressive-movingaverage (ARMA) models, sometimes called Box-Jenkins models; and state-space models, also known as dynamic linear models.