On Testing Changes in Parameters of an Autoregressive Model

Abstract

This paper deals with the problem of testing a single change in variance of the p-th order autoregressive process at an unknown change point. A test based on maximum likelihood principle was proposed and compared with other tests for detecting changes in variance via power functions of the test statistics.

Keywords

• Testing
• Changes
• Parameters
• Autoregressive
• Model