Bayesian Lattice Filters for Time-Varying Autoregression and Time-Frequency Analysis

Wen-Hsi Yang, Scott H. Holan, Christopher K. Wikle

Modeling nonstationary processes is of paramount importance to many scientific disciplines including environmental science, ecology, and finance, among others. Consequently, flexib…