{"product_id":"9781119387848","title":"Geostatistical Functional Data Analysis","description":"\u003ch3\u003eWiley Series in Probability and Statistics\u003c\/h3\u003e\u003ch1\u003eGeostatistical Functional Data Analysis\u003c\/h1\u003e\u003ch3\u003eJorge Mateu | Ramon Giraldo\u003c\/h3\u003e\u003cdiv\u003e\u003cb\u003eSocial Science \/ Statistics\u003c\/b\u003e\u003c\/div\u003e\u003cbr\u003e\u003cdiv\u003e\n\u003cb\u003eGeostatistical Functional Data Analysis\u003c\/b\u003e \u003cp\u003e\u003cb\u003eExplore the intersection between geostatistics and functional data analysis with this insightful new reference\u003c\/b\u003e \u003c\/p\u003e\n\u003cp\u003e\u003ci\u003eGeostatistical Functional Data Analysis \u003c\/i\u003epresents a unified approach to modelling functional data when spatial and spatio-temporal correlations are present. The Editors link together the wide research areas of geostatistics and functional data analysis to provide the reader with a new area called geostatistical functional data analysis that will bring new insights and new open questions to researchers coming from both scientific fields. This book provides a complete and up-to-date account to deal with functional data that is spatially correlated, but also includes the most innovative developments in different open avenues in this field. \u003c\/p\u003e\n\u003cp\u003eContaining contributions from leading experts in the field, this practical guide provides readers with the necessary tools to employ and adapt classic statistical techniques to handle spatial regression. The book also includes: \u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eA thorough introduction to the spatial kriging methodology when working with functions\u003c\/li\u003e \u003cli\u003eA detailed exposition of more classical statistical techniques adapted to the functional case and extended to handle spatial correlations\u003c\/li\u003e \u003cli\u003ePractical discussions of ANOVA, regression, and clustering methods to explore spatial correlation in a collection of curves sampled in a region\u003c\/li\u003e \u003cli\u003eIn-depth explorations of the similarities and differences between spatio-temporal data analysis and functional data analysis\u003c\/li\u003e\n\u003c\/ul\u003e \u003cp\u003eAimed at mathematicians, statisticians, postgraduate students, and researchers involved in the analysis of functional and spatial data, \u003ci\u003eGeostatistical Functional Data Analysis\u003c\/i\u003e will also prove to be a powerful addition to the libraries of geoscientists, environmental scientists, and economists seeking insightful new knowledge and questions at the interface of geostatistics and functional data analysis.\u003c\/p\u003e\n\u003c\/div\u003e\u003cdiv\u003e \u003cp\u003e\u003cb\u003eJorge Mateu \u003c\/b\u003eis Full Professor of Statistics at the Department of Mathematics of University Jaume I of Castellon. His research focuses on stochastic processes with a particular interest in spatial and spatio-temporal point processes and geostatistics.\u003c\/p\u003e \u003cp\u003e\u003cb\u003eRamón Giraldo \u003c\/b\u003eis Full Professor of Statistics at the Department of Statistics at the Universidad Nacional de Colombia. His research focuses on non-parametric statistics, functional data analysis, and spatial and spatio-temporal geostatistics. \u003c\/p\u003e\n\u003c\/div\u003e\u003cbr\u003e\u003ctable\u003e\n\u003ctr\u003e\n\u003ctd\u003ePublication Date: \u003c\/td\u003e\n\u003ctd\u003e20 December 2021\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003ePublisher: \u003c\/td\u003e\n\u003ctd\u003eWiley\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003eImprint: \u003c\/td\u003e\n\u003ctd\u003eWiley\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003eISBN-13: \u003c\/td\u003e\n\u003ctd\u003e9781119387848\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003eFormat: \u003c\/td\u003e\n\u003ctd\u003eHardback\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003ePage Count: \u003c\/td\u003e\n\u003ctd\u003e448\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003eWeight (oz): \u003c\/td\u003e\n\u003ctd\u003e28.0\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003c\/table\u003e","brand":"Wiley","offers":[{"title":"Default Title","offer_id":44312994250892,"sku":"9781119387848","price":123.26,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0710\/9545\/1788\/files\/9781119387848_a8eeb4e7-64ab-4cbf-af21-aa996b77d491.jpg?v=1780171563","url":"https:\/\/lateknightbooks.com\/products\/9781119387848","provider":"Late Knight Books and Services, LLC","version":"1.0","type":"link"}