Advanced Linear Models: Theory and Applications, 1st Edition (Hardback) book cover

Advanced Linear Models

Theory and Applications, 1st Edition

By Shein-Chung Chow, Song-Gui Wang

CRC Press

552 pages

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Hardback: 9780824791698
pub: 1993-12-14
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Description

This work details the statistical inference of linear models including parameter estimation, hypothesis testing, confidence intervals, and prediction. The authors discuss the application of statistical theories and methodologies to various linear models such as the linear regression model, the analysis of variance model, the analysis of covariance model, and the variance components model.

Table of Contents

Part 1 Preliminary results: matrix theory; multivariate normal and related distributions. Part 2 Statistical inferences; introduction to linear models; parameter estimation; statistical inferences. Part 3 Applications: linear regression models; analysis of variance models; analysis of covariance models; variance components models.

About the Series

Statistics: A Series of Textbooks and Monographs

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Subject Categories

BISAC Subject Codes/Headings:
MAT003000
MATHEMATICS / Applied