Testing for Random Walk Coefficients in Regression and State Space Models

Regression and state space models with time varying coefficients are treated in a thorough manner. Additionally, methods are developed to test for the constancy of regression coefficients in situations where one knows already that some coefficients follow a random walk, thereby one is enabled to find out which of the coefficients varies over time.