{"product_id":"9781118493458","title":"Robust Correlation Theory and Applications","description":"\u003ch3\u003eWiley Series in Probability and Statistics\u003c\/h3\u003e\u003ch1\u003eRobust Correlation\u003c\/h1\u003e\u003ch2\u003eTheory and Applications\u003c\/h2\u003e\u003ch3\u003eGeorgy L. Shevlyakov | Hannu Oja\u003c\/h3\u003e\u003cdiv\u003e\u003cb\u003eMathematics \/ Probability \u0026amp; Statistics \/ General\u003c\/b\u003e\u003c\/div\u003e\u003cbr\u003e\u003cdiv\u003e\n\u003cp\u003eThis bookpresents material on both the analysis of the classical concepts of correlation and on the development of their robust versions, as well as discussing the related concepts of correlation matrices, partial correlation, canonical correlation, rank correlations, with the corresponding robust and non-robust estimation procedures. Every chapter contains a set of examples with simulated and real-life data.\u003c\/p\u003e \u003cp\u003e\u003cb\u003e\u003ci\u003eKey features:\u003c\/i\u003e\u003c\/b\u003e\u003c\/p\u003e \u003cul\u003e \u003cli\u003eMakes modern and robust correlation methods readily available and understandable to practitioners, specialists, and consultants working in various fields.\u003c\/li\u003e \u003cli\u003eFocuses on implementation of methodology and application of robust correlation with R.\u003c\/li\u003e \u003cli\u003eIntroduces the main approaches in robust statistics, such as Huber’s minimax approach and Hampel’s approach based on influence functions.\u003c\/li\u003e \u003cli\u003eExplores various robust estimates of the correlation coefficient including the minimax variance and bias estimates as well as the most B- and V-robust estimates.\u003c\/li\u003e \u003cli\u003eContains applications of robust correlation methods to exploratory data analysis, multivariate statistics, statistics of time series, and to real-life data.\u003c\/li\u003e \u003cli\u003eIncludes an accompanying website featuring computer code and datasets\u003c\/li\u003e \u003cli\u003eFeatures exercises and examples throughout the text using both small and large data sets.\u003c\/li\u003e \u003c\/ul\u003e \u003cp\u003eTheoretical and applied statisticians, specialists in multivariate statistics, robust statistics, robust time series analysis, data analysis and signal processing will benefit from this book. Practitioners who use correlation based methods in their work as well as postgraduate students in statistics will also find this book useful.\u003c\/p\u003e\n\u003c\/div\u003e\u003cdiv\u003e \u003cp\u003e\u003cb\u003eGeorgy L. Shevlyakov\u003c\/b\u003e, Department of Applied Mathematics, St. Petersburg State Polytechnic University, Russia\u003c\/p\u003e \u003cp\u003e\u003cb\u003eHannu Oja\u003c\/b\u003e, School of Health Sciences, University of Tampere, Finland\u003c\/p\u003e\n\u003c\/div\u003e\u003cbr\u003e\u003ctable\u003e\n\u003ctr\u003e\n\u003ctd\u003ePublication Date: \u003c\/td\u003e\n\u003ctd\u003e26 September 2016\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\u003e9781118493458\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\u003e352\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003eWeight (oz): \u003c\/td\u003e\n\u003ctd\u003e18.4\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003c\/table\u003e","brand":"Wiley","offers":[{"title":"Default Title","offer_id":44380467888268,"sku":"9781118493458","price":102.56,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0710\/9545\/1788\/files\/9781118493458_30c17145-9347-4fa4-ab4f-bf563fbc640e.jpg?v=1780236796","url":"https:\/\/lateknightbooks.com\/products\/9781118493458","provider":"Late Knight Books and Services, LLC","version":"1.0","type":"link"}