2 Time-Series Models

Times series data come arranged in temporal order. This chapter presents two kinds of time series models, regression-like models such as autoregressive and moving average models, and hidden Markov models.

The Gaussian processes chapter presents Gaussian processes, which may also be used for time-series (and spatial) data.