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Linear Models

A Mean Model Approach de

Éditeur :

Academic Press


Paru le : 1996-10-18

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Description
Linear models, normally presented in a highly theoretical and mathematical style, are brought down to earth in this comprehensive textbook. Linear Models examines the subject from a mean model perspective, defining simple and easy-to-learn rules for building mean models, regression models, mean vectors, covariance matrices and sums of squares matrices for balanced and unbalanced data sets. The author includes both applied and theoretical discussions of the multivariate normal distribution, quadratic forms, maximum likelihood estimation, less than full rank models, and general mixed models. The mean model is used to bring all of these topics together in a coherent presentation of linear model theory. - Provides a versatile format for investigating linear model theory, using the mean model - Uses examples that are familiar to the student: - Design of experiments, analysis of variance, regression, and normal distribution theory - Includes a review of relevant linear algebra concepts - Contains fully worked examples which follow the theorem/proof presentation
Pages
228 pages
Collection
n.c
Parution
1996-10-18
Marque
Academic Press
EAN papier
9780125084659
EAN EPUB SANS DRM
9780080510293
Informations sur l'ebook
Prix
97,01 €

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