Handbook of Discrete-Valued Time Series
"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 ti...
| Other Authors: | , , , |
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| Format: | eBook |
| Language: | Inglés |
| Published: |
Boca Raton, FL :
CRC Press
2016.
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| Edition: | First edition |
| Series: | Chapman & Hall/CRC handbooks of modern statistical methods.
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| Subjects: | |
| See on Biblioteca Universitat Ramon Llull: | https://discovery.url.edu/permalink/34CSUC_URL/1im36ta/alma991009644272206719 |
Table of Contents:
- 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 Tjøstheim
- 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 Corberán-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.
