{"product_id":"computational-statistics-2e-9780470533314","title":"Computational Statistics 2e","description":"\u003cp\u003eThis new edition continues to serve as a comprehensive guide to modern and classical methods of statistical computing. The book is comprised of four main parts spanning the field: \u003c\/p\u003e \u003cul\u003e \u003cli\u003eOptimization\u003c\/li\u003e \u003cli\u003eIntegration and Simulation\u003c\/li\u003e \u003cli\u003eBootstrapping\u003c\/li\u003e \u003cli\u003eDensity Estimation and Smoothing\u003c\/li\u003e \u003c\/ul\u003e \u003cp\u003eWithin these sections, each chapter includes a comprehensive introduction and step-by-step implementation summaries to accompany the explanations of key methods. The new edition includes updated coverage and existing topics as well as new topics such as adaptive MCMC and bootstrapping for correlated data. The book website now includes comprehensive R code for the entire book. There are extensive exercises, real examples, and helpful insights about how to use the methods in practice.\u003c\/p\u003e\u003cbr\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAbout the Author\u003c\/b\u003e\u003cbr\u003e\u003cp\u003e\u003cb\u003eGEOF H. GIVENS, PhD, \u003c\/b\u003e is Associate Professor in the Department of Statistics at Colorado State University. He serves as Associate Editor for \u003ci\u003eComputational Statistics and Data Analysis.\u003c\/i\u003e His research interests include statistical problems in wildlife conservation biology including ecology, population modeling and management, and automated computer face recognition.\u003c\/p\u003e \u003cp\u003e\u003cb\u003eJENNIFER A. HOETING, PhD, \u003c\/b\u003e is Professor in the Department of Statistics at Colorado State University. She is an award-winning teacher who co-leads large research efforts for the National Science Foundation. She has served as associate editor for the \u003ci\u003eJournal of the American Statistical Association\u003c\/i\u003e and \u003ci\u003eEnvironmetrics.\u003c\/i\u003e Her research interests include spatial statistics, Bayesian methods, and model selection.\u003c\/p\u003e \u003cp\u003eGivens and Hoeting have taught graduate courses on computational statistics for nearly twenty years, and short courses to leading statisticians and scientists around the world.\u003c\/p\u003e\u003cbr\u003e","brand":"Wiley","offers":[{"title":"Default Title","offer_id":50872651350290,"sku":"9780470533314","price":131.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0831\/4771\/8930\/files\/img_a9b47e6f-a440-4720-ad38-541d38eb1916.jpg?v=1737904469","url":"https:\/\/surprise-castle.myshopify.com\/products\/computational-statistics-2e-9780470533314","provider":"Surprise Castle","version":"1.0","type":"link"}