{"product_id":"a-primer-on-linear-models-john-f-monahan-9781420062014","title":"A Primer on Linear Models","description":"\u003cb\u003e A Primer on Linear Models\u003c\/b\u003e presents a unified, thorough, and rigorous development of the theory behind the statistical methodology of regression and analysis of variance (ANOVA). It seamlessly incorporates these concepts using non-full-rank design matrices and emphasizes the exact, finite sample theory supporting common statistical methods. \u003cp\u003eWith coverage steadily progressing in complexity, the text first provides examples of the general linear model, including multiple regression models, one-way ANOVA, mixed-effects models, and time series models. It then introduces the basic algebra and geometry of the linear least squares problem, before delving into estimability and the Gauss-Markov model. After presenting the statistical tools of hypothesis tests and confidence intervals, the author analyzes mixed models, such as two-way mixed ANOVA, and the multivariate linear model. The appendices review linear algebra fundamentals and results as well as Lagrange multipliers. \u003c\/p\u003e\u003cp\u003eThis book enables complete comprehension of the material by taking a general, unifying approach to the theory, fundamentals, and exact results of linear models.\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e John F. Monahan\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 1420062018\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9781420062014\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e CRC Press\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 03\/01\/2008\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 304\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 0.95lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.10h x 5.90w x 0.60d\u003c\/p\u003e","brand":"John F. Monahan","offers":[{"title":"Paperback","offer_id":44064669270271,"sku":"9781420062014","price":74.95,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_d9b74f38-50d6-4c53-923c-2bd8d658492a.jpg?v=1685396848","url":"https:\/\/www.whiterainbookhouse.com\/products\/a-primer-on-linear-models-john-f-monahan-9781420062014","provider":"WR Book House","version":"1.0","type":"link"}