{"product_id":"linear-models-and-the-relevant-distributions-and-matrix-algebra-1","title":"Linear Models and the Relevant Distributions and Matrix Algebra","description":"\u003cp\u003e\u003cstrong\u003eLinear Models and the Relevant Distributions and Matrix Algebra\u003c\/strong\u003e provides in-depth and detailed coverage of the use of linear statistical models as a basis for parametric and predictive inference. It can be a valuable reference, a primary or secondary text in a graduate-level course on linear models, or a resource used (in a course on mathematical statistics) to illustrate various theoretical concepts in the context of a relatively complex setting of great practical importance.\u003c\/p\u003e\u003cp\u003eFeatures:\u003c\/p\u003e\u003cul\u003e\u003cli\u003eProvides coverage of matrix algebra that is extensive and relatively self-contained and does so in a meaningful contex\u003c\/li\u003e\u003c\/ul\u003e\u003cul\u003e\u003cli\u003eProvides thorough coverage of the relevant statistical distributions, including spherically and elliptically symmetric distributions\u003c\/li\u003e\u003c\/ul\u003e\u003cul\u003e\u003cli\u003eIncludes extensive coverage of multiple-comparison procedures (and of simultaneous confidence intervals), including procedures for controlling the k-FWER and the FDR\u003c\/li\u003e\u003c\/ul\u003e\u003cul\u003e\u003cli\u003eProvides thorough coverage (complete with detailed and highly accessible proofs) of results on the properties of various linear-model procedures, including those of least squares estimators and those of the F test.\u003c\/li\u003e\u003c\/ul\u003e\u003cul\u003e\u003cli\u003eFeatures the use of real data sets for illustrative purposes\u003c\/li\u003e\u003c\/ul\u003e\u003cul\u003e\u003cli\u003eIncludes many exercises\u003c\/li\u003e\u003c\/ul\u003e","brand":"Taylor \u0026 Francis Ltd","offers":[{"title":"Default Title","offer_id":54238708466008,"sku":"9780367572037","price":56.99,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0278\/1295\/4195\/files\/9780367572037.jpg?v=1780995671","url":"https:\/\/agendabookshop.com\/products\/linear-models-and-the-relevant-distributions-and-matrix-algebra-1","provider":"Agenda Bookshop","version":"1.0","type":"link"}