Answer to Question #242506 in Statistics and Probability for tsa

Question

Give three common models used in analysis of Time series

Answer 1

Models for time series data can have many forms and represent different stochastic processes. When modeling variations in the level of a process, three broad classes of practical importance are the autoregressive (AR) models, the integrated (I) models, and the moving average (MA) models.