Spatio-Temporal Statistics with R

使用R的时空统计

数理统计学

原   价:
671.25
售   价:
537.00
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平台大促 低至8折优惠
发货周期:预计5-7周发货
作      者
出  版 社
出版时间
2019年02月12日
装      帧
精装
ISBN
9781138711136
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页      码
380
开      本
7 x 10
语      种
英文
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图书简介
The world is becoming increasingly complex, with larger quantities of data available to be analyzed. It so happens that much of these "big data" that are available are spatio-temporal in nature, meaning that they can be indexed by their spatial locations and time stamps. Spatio-Temporal Statistics with R provides an accessible introduction to statistical analysis of spatio-temporal data, with hands-on applications of the statistical methods using R Labs found at the end of each chapter. The book:
    • 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
    • Supplemented by a website featuring the associated R package, data, reviews, errata, a discussion forum, and more
      The book fills a void in the literature and available software, providing a bridge for students and researchers alike who wish to learn the basics of spatio-temporal statistics. It is written in an informal style and functions as a down-to-earth introduction to the subject. Any reader familiar with calculus-based probability and statistics, and who is comfortable with basic matrix-algebra representations of statistical models, would find this book easy to follow. The goal is to give as many people as possible the tools and confidence to analyze spatio-temporal data.
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