{"product_id":"tensor-methods-in-statistics-peter-mccullagh-9780486823782","title":"Tensor Methods in Statistics: Second Edition","description":"A pioneering monograph on tensor methods applied to distributional problems arising in statistics, this work constitutes a valuable reference for graduate students and professional statisticians. Prerequisites include some knowledge of linear algebra, eigenvalue decompositions, and linear models as well as likelihood functions and likelihood ratio statistics. \u003cbr\u003eIndex notation is the favored mode of expression throughout the book. The first chapter introduces a number of aspects of index notation, groups, invariants, and tensor calculus, with examples drawn from linear algebra, physics, and statistics. Subsequent chapters form the core of the text, addressing moments, cumulants, and invariants. Additional topics include sample cumulants, Edgeworth series, saddlepoint approximation, likelihood functions, and ancillary statistics. More than 200 exercises form an integral part of the text. \u003cbr\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Peter McCullagh\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 0486823784\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9780486823782\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Dover Publications\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 07\/18\/2018\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 304\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 0.88lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 8.90h x 6.00w x 0.70d","brand":"Peter McCullagh","offers":[{"title":"Paperback","offer_id":44076057624831,"sku":"9780486823782","price":19.95,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_f072dc60-3b4f-4c71-8236-2633c586f7b2.jpg?v=1685462934","url":"https:\/\/www.whiterainbookhouse.com\/products\/tensor-methods-in-statistics-peter-mccullagh-9780486823782","provider":"WR Book House","version":"1.0","type":"link"}