{"product_id":"spatio-temporal-statistics-with-r-christopher-k-wikle-9781138711136","title":"Spatio-Temporal Statistics with R","description":"\u003cp\u003eThe 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.\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eSpatio-Temporal Statistics with R \u003c\/strong\u003eprovides 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: \u003c\/p\u003e\u003cul\u003e \u003cli\u003eGives 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\u003c\/li\u003e \u003cli\u003eProvides a gradual entry to the methodological aspects of spatio-temporal statistics\u003c\/li\u003e \u003cli\u003eProvides broad coverage of using R as well as \"R Tips\" throughout.\u003c\/li\u003e \u003cli\u003eFeatures detailed examples and applications in end-of-chapter Labs\u003c\/li\u003e \u003cli\u003eFeatures \"Technical Notes\" throughout to provide additional technical detail where relevant\u003c\/li\u003e \u003cli\u003eSupplemented by a website featuring the associated R package, data, reviews, errata, a discussion forum, and more\u003c\/li\u003e \u003c\/ul\u003e\u003cp\u003eThe 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.\u003c\/p\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Christopher K. Wikle,Andrew Zammit-Mangion,Noel Cressie\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 1138711136\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9781138711136\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e CRC Press\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 02\/18\/2019\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 396\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Hardcover\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 2.20lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 10.00h x 7.00w x 1.00d","brand":"Christopher K. Wikle","offers":[{"title":"Hardcover","offer_id":48484298522879,"sku":"9781138711136","price":72.99,"currency_code":"USD","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_12f02498-1991-4f2b-a90a-6e2b453688ed.jpg?v=1778043428","url":"https:\/\/www.whiterainbookhouse.com\/products\/spatio-temporal-statistics-with-r-christopher-k-wikle-9781138711136","provider":"WR Book House","version":"1.0","type":"link"}