Handbook of discrete-valued time series

Content: Methods for Univariate Count Processes Statistical Analysis of Count Time Series Models: AGLM Perspective  Konstantinos Fokianos Markov Models for Count Time Series  Harry Joe Generalized Linear Autoregressive Moving Average Models  William T.M. Dunsmuir Count Time Series with Observation-Driven Autoregressive Parameter Dynamics  Dag Tjostheim Renewal-Based Count Time Series  Robert Lund and James Livsey State Space Models for Count Time Series  Richard A. Davis and William T.M. Dunsmuir Estimating Equation Approaches for Integer-Valued Time Series Models Aerambamoorthy Thavaneswaran and Nalini Ravishanker Dynamic Bayesian Models for Discrete-Valued Time Series  Dani Gamerman, Carlos A. Abanto-Valle, Ralph S. Silva, and Thiago G. Martins        Diagnostics and Applications Model Validation and Diagnostics  Robert C. Jung, Brendan P.M. McCabe, and A.R. Tremayne Detection of Change Points in Discrete-Valued Time Series  Claudia Kirch and Joseph Tadjuidje Kamgaing Bayesian Modeling of Time Series of Counts with Business Applications  Refik Soyer, Tevfik Aktekin, and Bumsoo Kim        Binary and Categorical-Valued Time Series Hidden Markov Models for Discrete-Valued Time Series  Iain L. MacDonald and Walter Zucchini Spectral Analysis of Qualitative Time Series  David Stoffer Coherence Consideration in Binary Time Series Analysis  Benjamin Kedem        Discrete-Valued Spatio-Temporal Processes Hierarchical Dynamic Generalized Linear Mixed Models for Discrete-Valued Spatio-Temporal Data  Scott H. Holan and Christopher K. Wikle Hierarchical Agent-Based Spatio-Temporal Dynamic Models for Discrete-Valued Data Christopher K. Wikle and Mevin B. Hooten Autologistic Regression Models for Spatio-Temporal Binary Data Jun Zhu and Yanbing Zheng Spatio-Temporal Modeling for Small Area Health Analysis Andrew B. Lawson and Ana Corberan-Vallet        Multivariate and Long Memory Discrete-Valued Processes Models for Multivariate Count Time Series  Dynamic Models for Time Series of Counts with a Marketing Application Nalini Ravishanker, Rajkumar Venkatesan, and Shan Hu Long Memory Discrete-Valued Time Series Robert Lund, Scott H. Holan, and James Livsey