{"product_id":"analysis-of-variance-for-functional-jin-ting-zhang-9781439862735","title":"Analysis of Variance for Functional Data","description":"\u003cp\u003eDespite research interest in functional data analysis in the last three decades, few books are available on the subject. Filling this gap, \u003cstrong\u003eAnalysis of Variance for Functional Data\u003c\/strong\u003e presents up-to-date hypothesis testing methods for functional data analysis. The book covers the reconstruction of functional observations, functional ANOVA, functional linear models with functional responses, ill-conditioned functional linear models, diagnostics of functional observations, heteroscedastic ANOVA for functional data, and testing equality of covariance functions. Although the methodologies presented are designed for curve data, they can be extended to surface data.\u003c\/p\u003e\u003cp\u003eUseful for statistical researchers and practitioners analyzing functional data, this self-contained book gives both a theoretical and applied treatment of functional data analysis supported by easy-to-use MATLAB(R) code. The author provides a number of simple methods for functional hypothesis testing. He discusses pointwise, \u003ci\u003eL\u003c\/i\u003e2-norm-based, \u003ci\u003eF\u003c\/i\u003e-type, and bootstrap tests. \u003c\/p\u003e\u003cp\u003eAssuming only basic knowledge of statistics, calculus, and matrix algebra, the book explains the key ideas at a relatively low technical level using real data examples. Each chapter also includes bibliographical notes and exercises. Real functional data sets from the text and MATLAB codes for analyzing the data examples are available for download from the author's website.\u003c\/p\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Jin-Ting Zhang\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 1439862737\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9781439862735\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e CRC Press\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 06\/18\/2013\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 410\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Hardcover\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 0.97lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.30h x 6.20w x 0.60d","brand":"Jin-Ting Zhang","offers":[{"title":"Hardcover","offer_id":48088275648767,"sku":"9781439862735","price":225.0,"currency_code":"USD","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_0f71f6a4-adad-4eca-9aca-56a69b6ffb2a.jpg?v=1769104007","url":"https:\/\/www.whiterainbookhouse.com\/products\/analysis-of-variance-for-functional-jin-ting-zhang-9781439862735","provider":"WR Book House","version":"1.0","type":"link"}