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Home > Handbook of Discrete-Valued Time Series: Handbooks of Modern Statistical Methods > Dynamic Bayesian Models for Discrete-Valued Time Series
Handbook of Discrete-Valued Time Series: Handbooks of Modern Statistical Methods |
Richard A. Davis; Scott H. Holan; Robert Lund; Nalini Ravishanker
Routledge
Handbook of Discrete-Valued Time Series: Handbooks of Modern Statistical Methods
Dynamic Bayesian Models for Discrete-Valued Time Series
Authors

Dani Gamerman; Carlos A. Abanto-Valle; Ralph S. Silva; Thiago G. Martins

ARI Id

1665655225965_13340083

Access

Not Available Free

Pages

165-186

DOI

10.1201/b19485-9

Table of Contents of Book
Showing 1 to 20 of 26 entries
Chapters/HeadingsAuthor(s)PagesInfo
Methods for Univariate Count Processes
1-186
Statistical Analysis of Count Time Series Models: A GLM Perspective
Konstantinos Fokianos
3-27
Markov Models for Count Time Series
Harry Joe
29-49
Generalized Linear Autoregressive Moving Average Models
William T.M. Dunsmuir
51-76
Count Time Series with Observation-Driven Autoregressive Parameter Dynamics
Dag Tjøstheim
77-100
Renewal-Based Count Time Series
Robert Lund; James Livsey
101-120
State Space Models for Count Time Series
Richard A. Davis; William T.M. Dunsmuir
121-144
Estimating Equation Approaches for Integer-Valued Time Series Models
Aerambamoorthy Thavaneswaran; Nalini Ravishanker
145-163
Dynamic Bayesian Models for Discrete-Valued Time Series
Dani Gamerman; Carlos A. Abanto-Valle; Ralph S. Silva; Thiago G. Martins
165-186
Diagnostics and Applications
187-264
Model Validation and Diagnostics
Robert C. Jung; Brendan P.M. McCabe; A.R. Tremayne
189-218
Detection of Change Points in Discrete-Valued Time Series
Claudia Kirch; Joseph Tadjuidje Kamgaing
219-244
Bayesian Modeling of Time Series of Counts with Business Applications
Refik Soyer; Tevfik Aktekin; Bumsoo Kim
245-264
Binary and Categorical-Valued Time Series
265-323
Hidden Markov Models for Discrete-Valued Time Series
Iain L. MacDonald; Walter Zucchini
267-286
Spectral Analysis of Qualitative Time Series
David Stoffer
287-310
Coherence Consideration in Binary Time Series Analysis
Benjamin Kedem
311-323
Discrete-Valued Spatio-Temporal Processes
325-404
Hierarchical Dynamic Generalized Linear Mixed Models for Discrete-Valued Spatio-Temporal Data
Scott H. Holan; Christopher K. Wikle
327-347
Hierarchical Agent-Based Spatio-Temporal Dynamic Models for Discrete-Valued Data
Christopher K. Wikle; Mevin B. Hooten
349-365
Chapters/HeadingsAuthor(s)PagesInfo
Showing 1 to 20 of 26 entries
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