Spatio-Temporal Statistics with R

About the Author: Christopher Wikle

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New Read Spatio-Temporal Statistics with R  by Christopher Wikle For Kindle ePUB or eBook – theheartwork.co.uk
  • Hardcover
  • 392 pages
  • Spatio-Temporal Statistics with R
  • Christopher Wikle
  • 10 May 2018
  • 1138711136

Spatio-Temporal Statistics with R 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 statisticsProvides 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 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. New Read [ Spatio-Temporal Statistics with R ] By [ Christopher Wikle ] – theheartwork.co.uk