{"product_id":"robust-correlation-georgy-l-shevlyakov-9781118493458","title":"Robust Correlation: Theory and Applications","description":"\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\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Georgy L. Shevlyakov, Hannu Oja\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 1118493451\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9781118493458\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Wiley\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 09\/19\/2016\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 352\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Hardcover\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 1.25lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.30h x 6.20w x 0.90d","brand":"Georgy L. Shevlyakov","offers":[{"title":"Hardcover","offer_id":44072909897983,"sku":"9781118493458","price":117.95,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_0278b420-18b0-463c-8fc1-f28be410e6f4.jpg?v=1685444661","url":"https:\/\/www.whiterainbookhouse.com\/products\/robust-correlation-georgy-l-shevlyakov-9781118493458","provider":"WR Book House","version":"1.0","type":"link"}