A First Course in Linear Model Theory 2nd Edition-Test Bank
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ISBN-101439858055
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ISBN-13978-1439858059Thoroughly up to date all through, A First Course in Linear Model Theory, Second Edition is an intermediate-level statistics textual content that fills an necessary hole by presenting the idea of linear statistical fashions at a stage acceptable for senior undergraduate or first-year graduate college students. With an progressive strategy, the authors introduce to college students the mathematical and statistical ideas and instruments that type a basis for finding out the idea and purposes of each univariate and multivariate linear fashions. Along with including R performance, this second version options three new chapters and a number of other sections on new subjects which are extraordinarily related to the present analysis in statistical methodology. Revised or expanded subjects embody linear mounted, random and blended results fashions, generalized linear fashions, Bayesian and hierarchical linear fashions, mannequin choice, a number of comparisons, and regularized and sturdy regression.
New to the Second Edition:
- Protection of inference for linear fashions has been expanded into two chapters.
- Expanded protection of a number of comparisons, random and blended results fashions, mannequin choice, and lacking information.
- A new chapter on generalized linear fashions (Chapter 12).
- A new part on multivariate linear fashions in Chapter 13, and expanded protection of the Bayesian linear fashions and longitudinal fashions.
- A new part on regularized regression in Chapter 14.
- Detailed information illustrations utilizing R.
The authors’ recent strategy, methodical presentation, wealth of examples, use of R, and introduction to subjects past the classical concept set this ebook aside from different texts on linear fashions. It varieties a refreshing and invaluable first step in college students’ research of superior linear fashions, generalized linear fashions, nonlinear fashions, and dynamic fashions.
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