Linear Models: A Mean Model Approach (Probability and Mathematical Statistics) - Image 1

£76.00

Elsevier Linear Models: A Mean Model Approach (Probability and Mathematical Statistics)

Name: Linear Models: A Mean Model Approach (Probability and Mathematical Statistics)
Brand: Elsevier
Price: 76.0 GBP
Availability: InStock

Higher Education

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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

Product Specifications

Brand: Elsevier
Format: hardcover
ASIN: 012508465X
Category: Books > Subjects > Science, Nature & Maths > Mathematics > Education > Higher Education
Domain: Amazon UK
Release Date: 01 October 1996
Listed Since: 06 February 2007

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Elsevier Linear Models: A Mean Model Approach (Probability and Mathematical Statistics)

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