{"product_id":"nonparametric-statistical-methods-using-r","title":"Nonparametric Statistical Methods Using R","description":"\u003cp\u003e\u003cb\u003ePraise for the first edition:\u003c\/b\u003e\u003c\/p\u003e\u003cp\u003e“This book would be especially good for the shelf of anyone who already knows nonparametrics, but wants a reference for how to apply those techniques in R.”\u003cbr\u003e-The American Statistician\u003c\/p\u003e\u003cp\u003eThis thoroughly updated and expanded second edition of \u003cb\u003eNonparametric Statistical Methods Using R\u003c\/b\u003e covers traditional nonparametric methods and rank-based analyses. Two new chapters covering multivariate analyses and big data have been added. Core classical nonparametrics chapters on one- and two-sample problems have been expanded to include discussions on ties as well as power and sample size determination. Common machine learning topics --- including k-nearest neighbors and trees --- have also been included in this new edition.\u003c\/p\u003e\u003cp\u003eKey Features:\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eCovers a wide range of models including location, linear regression, ANOVA-type, mixed models for cluster correlated data, nonlinear, and GEE-type.\u003c\/li\u003e\n\u003cli\u003eIncludes robust methods for linear model analyses, big data, time-to-event analyses, timeseries, and multivariate.\u003c\/li\u003e\n\u003cli\u003eNumerous examples illustrate the methods and their computation.\u003c\/li\u003e\n\u003cli\u003eR packages are available for computation and datasets.\u003c\/li\u003e\n\u003cli\u003eContains two completely new chapters on big data and multivariate analysis.\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003eThe book is suitable for advanced undergraduate and graduate students in statistics and data science, and students of other majors with a solid background in statistical methods including regression and ANOVA. It will also be of use to researchers working with nonparametric and rank-based methods in practice.\u003c\/p\u003e","brand":"Taylor \u0026 Francis Ltd","offers":[{"title":"Default Title","offer_id":54261192786264,"sku":"9780367651350","price":85.99,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0278\/1295\/4195\/files\/9780367651350.jpg?v=1780986647","url":"https:\/\/agendabookshop.com\/products\/nonparametric-statistical-methods-using-r","provider":"Agenda Bookshop","version":"1.0","type":"link"}