Spatio-temporal statistics with R
Author(s)
Bibliographic Information
Spatio-temporal statistics with R
（The R series）（A Chapman & Hall book）
CRC Press, c2019
- : hbk
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Note
Includes bibliographical references and index
Description and Table of Contents
Description
Gives a step-by-step approach to analyzing spatio-temporal data, starting with visualization, then statistical modelling, with an emphasis on hierarchical statistical models and basis function expansions, and finishing with model evaluation.
Provides a gradual entry to the methodological aspects of spatio-temporal statistics.
Provides broad coverage of using R as well as "R Tips" throughout.
Features detailed examples and applications in end-of-chapter Labs.
Features "Technical Notes" throughout to provide additional technical detail where relevant.
Table of Contents
1. Introduction to Spatio-Temporal Statistics. 2. Exploring Spatio-Temporal Data. 3. Spatio-Temporal Statistical Models. 4. Descriptive Spatio-Temporal Statistical Models. 5. Dynamic Spatio-Temporal Models. 6. Evaluating Spatio-Temporal Statistical Models. Pergimus (Epilogue). Appendices.
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