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Bayesian modeling of spatio-temporal...
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Sahu, Sujit K.,
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Bayesian modeling of spatio-temporal data with R /
紀錄類型:
書目-語言資料,印刷品 : Monograph/item
正題名/作者:
Bayesian modeling of spatio-temporal data with R // Sujit K. Sahu.
作者:
Sahu, Sujit K.,
出版者:
Boca Raton :CRC Press, : 2022.,
面頁冊數:
xxii, 411 p. :ill. (some col.), maps (some col.) ;25 cm.
內容註:
1. Examples of spatio-temporal data -- 2. Jargon of spatial and spatio-temporal modeling -- 3. Exploratory data analysis methods -- 4. Bayesian inference methods -- 5. Bayesian computation methods -- 6. Bayesian modeling for point referenced spatial data -- 7. Bayesian modeling for point referenced spatio-temporal data -- 8. Practical examples of point referenced data modeling -- 9. Bayesian forecasting for point referenced data -- 10. Bayesian modeling for areal unit data -- 11. Further examples of areal data modeling -- 12. Gaussian processes for data science and other applications -- Appendix A. Statistical densities used in the book -- Appendix B. Answers to selected exercises
標題:
Spatial analysis (Statistics) - Mathematical models. -
ISBN:
9780367277987
Bayesian modeling of spatio-temporal data with R /
Sahu, Sujit K.,
Bayesian modeling of spatio-temporal data with R /
Sujit K. Sahu. - 1st ed. - Boca Raton :CRC Press,2022. - xxii, 411 p. :ill. (some col.), maps (some col.) ;25 cm. - Chapman & Hall/CRC interdisciplinary statistics series. - Interdisciplinary statistics..
Includes bibliographical references (p. 395-406) and index.
1. Examples of spatio-temporal data -- 2. Jargon of spatial and spatio-temporal modeling -- 3. Exploratory data analysis methods -- 4. Bayesian inference methods -- 5. Bayesian computation methods -- 6. Bayesian modeling for point referenced spatial data -- 7. Bayesian modeling for point referenced spatio-temporal data -- 8. Practical examples of point referenced data modeling -- 9. Bayesian forecasting for point referenced data -- 10. Bayesian modeling for areal unit data -- 11. Further examples of areal data modeling -- 12. Gaussian processes for data science and other applications -- Appendix A. Statistical densities used in the book -- Appendix B. Answers to selected exercises
ISBN: 9780367277987GBP89.99
Nat. Bib. No.: GBC1L1301bnb
Nat. Bib. Agency Control No.: 020430509UkSubjects--Topical Terms:
627225
Spatial analysis (Statistics)
--Mathematical models.
LC Class. No.: QA279.5 / .S34 2022
Dewey Class. No.: 519.5/42
Bayesian modeling of spatio-temporal data with R /
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壽豐校區(SF Campus)
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六樓西文書區HC-Z(6F Western Language Books)
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