Sign In | Not yet a member? | Submit your article
 
Home   Technical   Study   Novel   Nonfiction   Health   Tutorial   Entertainment   Business   Magazine   Arts & Design   Audiobooks & Video Training   Cultures & Languages   Family & Home   Law & Politics   Lyrics & Music   Software Related   eBook Torrents   Uncategorized  

The Coordinate-Free Approach to Linear Models (Cambridge Series in Statistical and Probabilistic Mathematics)
The Coordinate-Free Approach to Linear Models (Cambridge Series in Statistical and Probabilistic Mathematics)
Date: 13 April 2011, 09:38
Product Description: 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 nonrandom 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 include inner product spaces, orthogonal projections, book orthogonal spaces, Tjur experimental designs, basic distribution theory, the geometric version of the Gauss-Markov theorem, optimal and nonoptimal properties of Gauss-Markov, Bayes, and shrinkage estimators under the assumption of normality, the optimal properties of F-tests, and the analysis of covariance and missing observations.

DISCLAIMER:

This site does not store The Coordinate-Free Approach to Linear Models (Cambridge Series in Statistical and Probabilistic Mathematics) on its server. We only index and link to The Coordinate-Free Approach to Linear Models (Cambridge Series in Statistical and Probabilistic Mathematics) provided by other sites. Please contact the content providers to delete The Coordinate-Free Approach to Linear Models (Cambridge Series in Statistical and Probabilistic Mathematics) if any and email us, we'll remove relevant links or contents immediately.



Comments

Comments (0) All

Verify: Verify

    Sign In   Not yet a member?