Download EBOOK The Coordinate-free Approach to Linear Models PDF for free


Download EBOOK The Coordinate-free Approach to Linear Models PDF for free Category: Science & Geography
The author of the book: Michael J. Wichura
Format files: PDF, EPUB, TXT, DOCX
The size of the: 3.81 MB
Language: English
ISBN-13: 9780521868426
Edition: CAMBRIDGE UNIVERSITY PRESS
Date of issue: 6 December 2013

Description of the book "The Coordinate-free Approach to Linear Models":

This book is about the coordinate-free, or geometric, approach to the theory of linear models; more precisely, Model I ANOVA and linear regression models with non-random predictors in a finite-dimensional setting. This approach is more insightful, more elegant, more direct, and simpler than the more common matrix approach to linear regression, analysis of variance, and analysis of covariance models in statistics. The book discusses the intuition behind and optimal properties of various methods of estimating and testing hypotheses about unknown parameters in the models. Topics covered range from linear algebra, such as inner product spaces, orthogonal projections PDF, book orthogonal spaces, Tjur experimental designs, basic distribution theory, the geometric version of the Gauss-Markov theorem, optimal and non-optimal properties of Gauss-Markov, Bayes, and shrinkage estimators under assumption of normality, the optimal properties of F-test, and the analysis of covariance and missing observations.

Download EBOOK The Coordinate-free Approach to Linear Models PDF for free


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Michael J. Wichura

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Download EBOOK The Coordinate-free Approach to Linear Models PDF for free



Download EBOOK The Coordinate-free Approach to Linear Models for free

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