{"product_id":"9781118441886","title":"Spatio-temporal Design: Advances in Efficient Data Acquisition","description":"\u003cp\u003e\u003cb\u003eA state-of-the-art presentation of optimum spatio-temporal sampling design - bridging classic ideas with modern statistical modeling concepts and the latest computational methods.\u003c\/b\u003e\u003c\/p\u003e \u003cp\u003e\u003ci\u003eSpatio-temporal Design\u003c\/i\u003e presents a comprehensive state-of-the-art presentation combining both classical and modern treatments of network design and planning for spatial and spatio-temporal data acquisition. A common problem set is interwoven throughout the chapters, providing various perspectives to illustrate a complete insight to the problem at hand.\u003c\/p\u003e \u003cp\u003eMotivated by the high demand for statistical analysis of data that takes spatial and spatio-temporal information into account, this book incorporates ideas from the areas of time series, spatial statistics and stochastic processes, and combines them to discuss optimum spatio-temporal sampling design.\u003c\/p\u003e \u003cp\u003e\u003ci\u003eSpatio-temporal Design: Advances in Efficient Data Acquisition\u003c\/i\u003e:\u003c\/p\u003e \u003cul\u003e \u003cli\u003eProvides an up-to-date account of how to collect space-time data for monitoring, with a focus on statistical aspects and the latest computational methods\u003c\/li\u003e \u003cli\u003eDiscusses basic methods and distinguishes between design and model-based approaches to collecting space-time data.\u003c\/li\u003e \u003cli\u003eFeatures model-based frequentist design for univariate and multivariate geostatistics, and second-phase spatial sampling.\u003c\/li\u003e \u003cli\u003eIntegrates common data examples and case studies throughout the book in order to demonstrate the different approaches and their integration.\u003c\/li\u003e \u003cli\u003eIncludes real data sets, data generating mechanisms and simulation scenarios.\u003c\/li\u003e \u003cli\u003eAccompanied by a supporting website featuring R code.\u003c\/li\u003e \u003c\/ul\u003e \u003cp\u003e\u003ci\u003eSpatio-temporal Design\u003c\/i\u003e presents an excellent book for graduate level students as well as a valuable reference for researchers and practitioners in the fields of applied mathematics, engineering, and the environmental and health sciences.\u003c\/p\u003e","brand":"Wiley","offers":[{"title":"Default Title","offer_id":47130242515184,"sku":"9781118441886","price":117.0,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0737\/7593\/9824\/files\/9781118441886_p0.jpg?v=1769888649","url":"https:\/\/shop-qa.barnesandnoble.com\/products\/9781118441886","provider":"Barnes \u0026 Noble (DEV)","version":"1.0","type":"link"}