January 2016
Intermediate to advanced
484 pages
18h 29m
English
book
Handbook of Discrete-Valued Time Series
by Richard A. Davis, Scott H. Holan, Robert Lund, Nalini Ravishanker
Overview
This handbook 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. The book examines the advantages and limitations of the various modeling techniques and keeps probabilistic, technical details to a minimum. While the book focuses on time series of counts, some of the methods discussed can be applied to other types of discrete-valued time series, such as binary-valued or categorical time series.
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