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Analysis of Variance, Design, and Regression: Linear Modeling for Unbalanced Data, Second Edition Hardcover - 2015

Name: Analysis of Variance, Design, and Regression
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Author: Ronald Christensen
ISBN: 9781498730143

by Ronald Christensen

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Analysis of Variance, Design, and Regression: Linear Modeling for Unbalanced Data, Second Edition presents linear structures for modeling data with an emphasis on how to incorporate specific ideas (hypotheses) about the structure of the data into a linear model for the data. The book carefully analyzes small data sets by using tools that are easily scaled to big data. The tools also apply to small relevant data sets that are extracted from big data.

New to the Second Edition

Reorganized to focus on unbalanced data
Reworked balanced analyses using methods for unbalanced data
Introductions to nonparametric and lasso regression
Introductions to general additive and generalized additive models
Examination of homologous factors
Unbalanced split plot analyses
Extensions to generalized linear models
R, Minitab(R), and SAS code on the author's website

The text can be used in a variety of courses, including a yearlong graduate course on regression and ANOVA or a data analysis course for upper-division statistics students and graduate students from other fields. It places a strong emphasis on interpreting the range of computer output encountered when dealing with unbalanced data.

Details

Title Analysis of Variance, Design, and Regression: Linear Modeling for Unbalanced Data, Second Edition
Author Ronald Christensen
Binding Hardcover
Edition 2 Revised
Pages 636
Volumes 1
Language ENG
Publisher CRC Press
Date 2015-12-22
Illustrated Yes
Features Bibliography, Illustrated, Index
ISBN 9781498730143 / 1498730140
Weight 2.89 lbs (1.31 kg)
Dimensions 10 x 7 x 1.38 in (25.40 x 17.78 x 3.51 cm)
Library of Congress subjects Mathematical statistics, Regression analysis
Library of Congress Catalog Number 2016302032

About the author

Ronald Christensen is a professor of statistics in the Department of Mathematics and Statistics at the University of New Mexico. Dr. Christensen is a fellow of the American Statistical Association (ASA) and Institute of Mathematical Statistics. He is a past editor of The American Statistician and a past chair of the ASA's Section on Bayesian Statistical Science. His research interests include linear models, Bayesian inference, log-linear and logistic models, and statistical methods.

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Analysis of Variance, Design, and Regression

by Ronald Christensen

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Hardback. New. New Book; Fast Shipping from UK; Not signed; Not First Edition; Analysis of Variance, Design, and Regression: Linear Modeling for Unbalanced Data, Second Edition presents linear structures for modeling data with an emphasis on how to incorporate specific ideas (hypotheses) about the structure of the