ABSTRACT

Model a Wide Range of Count Time Series Handbook of Discrete-Valued Time Series presents state-of-the-art methods for modeling time series of counts and incorporates frequentist and Bayesian approaches for discrete-valued spatio-temporal data and multivariate data. While the book focuses on time series of counts, some of the techniques discussed ca

Methods for Univariate Count Processes. Diagnostics and Applications. Binary and Categorical-Valued Time Series. Discrete-Valued Spatio-Temporal Processes. Multivariate and Long Memory Discrete-Valued Processes.