{"product_id":"hierarchical-modeling-and-analysis-for-spatial-data-9781439819173","title":"Hierarchical Modeling and Analysis for Spatial Data","description":"\u003cp\u003e • Author(s): Sudipto Banerjee\u003cbr\u003e • Publisher: Taylor \u0026amp; Francis\u003cbr\u003e • Publisher Imprint: CRC Press\u003cbr\u003e • BISAC: Probability \u0026amp; Statistics - General\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003cem\u003eKeep Up to Date with the Evolving Landscape of Space and Space-Time Data Analysis and Modeling\u003c\/em\u003e\u003c\/p\u003e\u003cp\u003eSince the publication of the first edition, the statistical landscape has substantially changed for analyzing space and space-time data. More than twice the size of its predecessor, \u003cstrong\u003eHierarchical Modeling and Analysis for Spatial Data, Second Edition\u003c\/strong\u003e reflects the major growth in spatial statistics as both a research area and an area of application.\u003c\/p\u003e\u003cp\u003e\u003cem\u003eNew to the Second Edition\u003c\/em\u003e\u003c\/p\u003e\u003cul\u003e \u003cp\u003e \u003c\/p\u003e \u003cli\u003eNew chapter on spatial point patterns developed primarily from a modeling perspective\u003c\/li\u003e \u003cli\u003eNew chapter on big data that shows how the predictive process handles reasonably large datasets\u003c\/li\u003e \u003cli\u003eNew chapter on spatial and spatiotemporal gradient modeling that incorporates recent developments in spatial boundary analysis and wombling\u003c\/li\u003e \u003cli\u003eNew chapter on the theoretical aspects of geostatistical (point-referenced) modeling \u003c\/li\u003e \u003cli\u003eGreatly expanded chapters on methods for multivariate and spatiotemporal modeling\u003c\/li\u003e \u003cli\u003eNew special topics sections on data fusion\/assimilation and spatial analysis for data on extremes\u003c\/li\u003e \u003cli\u003eDouble the number of exercises \u003c\/li\u003e \u003cli\u003eMany more color figures integrated throughout the text\u003c\/li\u003e \u003cli\u003eUpdated computational aspects, including the latest version of WinBUGS, the new flexible spBayes software, and assorted R packages\u003c\/li\u003e \u003c\/ul\u003e\u003cp\u003e\u003cem\u003eThe Only Comprehensive Treatment of the Theory, Methods, and Software\u003c\/em\u003e\u003c\/p\u003e\u003cp\u003eThis second edition continues to provide a complete treatment of the theory, methods, and application of hierarchical modeling\u003cb\u003e \u003c\/b\u003efor spatial and spatiotemporal data. It tackles current challenges in handling this type of data, with increased emphasis on observational data, big data, and the upsurge of associated software tools. The authors also explore important application domains, including environmental science, forestry, public health, and real estate.\u003c\/p\u003e","brand":"Taylor \u0026 Francis","offers":[{"title":"Hardcover","offer_id":45236743405719,"sku":"9781439819173","price":12884.0,"currency_code":"INR","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9781439819173.webp?v=1769214247","url":"https:\/\/atlanticbooks.com\/products\/hierarchical-modeling-and-analysis-for-spatial-data-9781439819173","provider":"Atlantic Books","version":"1.0","type":"link"}