{"product_id":"the-linear-model-and-hypothesis-george-seber-9783319219295","title":"The Linear Model and Hypothesis: A General Unifying Theory","description":"\u003cp\u003eThis book provides a concise and integrated overview of hypothesis testing in four important subject areas, namely linear and nonlinear models, multivariate analysis, and large sample theory. The approach used is a geometrical one based on the concept of projections and their associated idempotent matrices, thus largely avoiding the need to involvematrix ranks. It is shown that all the hypotheses encountered are either linear or asymptotically linear, and that all the underlying models used are either exactly or asymptotically linear normal models. This equivalence can be used, for example, to extend the concept of orthogonality to other models in the analysis of variance, and to show that the asymptotic equivalence of the likelihood ratio, Wald, and Score (Lagrange Multiplier) hypothesis tests generally applies.\u003c\/p\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e George Seber\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 3319219294\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9783319219295\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Springer\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 10\/16\/2015\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 205\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Hardcover\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 1.06lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.21h x 6.14w x 0.56d","brand":"George Seber","offers":[{"title":"Hardcover","offer_id":44058415169791,"sku":"9783319219295","price":54.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_82a3bb82-9416-4243-909b-7d89fe0be064.jpg?v=1685052431","url":"https:\/\/www.whiterainbookhouse.com\/products\/the-linear-model-and-hypothesis-george-seber-9783319219295","provider":"WR Book House","version":"1.0","type":"link"}