Development of Penalized Complexity Priors for Stationary and Invertible Time Series Processes

Abstract

In the thesis, the PC prior framework is applied to construct the prior distributions for dependencies of the AR(1) processes, the MA(1) processes and the ARMA(1,1) processes.