{"product_id":"9781118387986","title":"Advanced Statistics with Applications in R","description":"\u003ch3\u003eWiley Series in Probability and Statistics\u003c\/h3\u003e\u003ch1\u003eAdvanced Statistics with Applications in R\u003c\/h1\u003e\u003ch3\u003eEugene Demidenko\u003c\/h3\u003e\u003cdiv\u003e\u003cb\u003eMathematics \/ Probability \u0026amp; Statistics \/ General\u003c\/b\u003e\u003c\/div\u003e\u003cbr\u003e\u003cdiv\u003e\n\u003cp\u003e\u003ci\u003eAdvanced Statistics with Applications in R \u003c\/i\u003efills the gap between several excellent theoretical statistics textbooks and many applied statistics books where teaching reduces to using existing packages. This book looks at \u003ci\u003ewhat is under the hood\u003c\/i\u003e. Many statistics issues including the recent crisis with \u003ci\u003ep\u003c\/i\u003e-value are caused by misunderstanding of statistical concepts due to poor theoretical background of practitioners and applied statisticians. This book is the product of a forty-year experience in teaching of probability and statistics and their applications for solving real-life problems.\u003c\/p\u003e \u003cp\u003eThere are more than 442 examples in the book: basically every probability or statistics concept is illustrated with an example accompanied with an \u003cb\u003eR\u003c\/b\u003e code. Many examples, such as \u003ci\u003eWho said π? What team is better? The fall of the Roman empire, James Bond chase problem, Black Friday shopping, Free fall equation: Aristotle or Galilei\u003c\/i\u003e, and many others are intriguing. These examples cover biostatistics, finance, physics and engineering, text and image analysis, epidemiology, spatial statistics, sociology, etc.\u003c\/p\u003e \u003cp\u003e\u003ci\u003eAdvanced Statistics with Applications in R\u003c\/i\u003e teaches students to use theory for solving real-life problems through computations: there are about 500 \u003cb\u003eR\u003c\/b\u003e codes and 100 datasets. These data can be freely downloaded from the author's website \u003cb\u003edartmouth.edu\/~eugened\u003c\/b\u003e.\u003c\/p\u003e \u003cp\u003eThis book is suitable as a text for senior undergraduate students with major in statistics or data science or graduate students. Many researchers who apply statistics on the regular basis find explanation of many fundamental concepts from the theoretical perspective illustrated by concrete real-world applications. \u003c\/p\u003e\n\u003c\/div\u003e\u003cdiv\u003e  \u003cp\u003e\u003cb\u003ePROFESSOR EUGENE DEMIDENKO\u003c\/b\u003e works at Dartmouth College in the Department of Biomedical Science, he teaches statistics at Mathematics Department to undergraduate students and to graduate students at Quantitative Biomedical Sciences at Geisel School of Medicine. He has brought experience in theoretical and applied statistics, such as epidemiology and biostatistics, statistical analysis of images, tumor regrowth, ill-posed inverse problems in engineering and technology, optimal portfolio allocation, among others. His first book with Wiley \u003ci\u003eMixed Model: Theory and Applications with R\u003c\/i\u003e gained much popularity among researchers and graduate\/PhD students. Prof. Demidenko is the author of a controversial paper \u003ci\u003eThe P-value You Can't Buy\u003c\/i\u003e published in 2016 in \u003ci\u003eThe American Statistician\u003c\/i\u003e. \u003c\/p\u003e\n\u003c\/div\u003e\u003cbr\u003e\u003ctable\u003e\n\u003ctr\u003e\n\u003ctd\u003ePublication Date: \u003c\/td\u003e\n\u003ctd\u003e12 November 2019\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\u003e9781118387986\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\u003e880\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003eWeight (oz): \u003c\/td\u003e\n\u003ctd\u003e68.8\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003c\/table\u003e","brand":"Wiley","offers":[{"title":"Default Title","offer_id":44315702198412,"sku":"9781118387986","price":134.06,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0710\/9545\/1788\/files\/9781118387986.jpg?v=1780140990","url":"https:\/\/lateknightbooks.com\/products\/9781118387986","provider":"Late Knight Books and Services, LLC","version":"1.0","type":"link"}