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Analysis of Variance, Design, and Regression: Linear Modeling for Unbalanced
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Analysis of Variance, Design, and Regression: Linear Modeling for Unbalanced Data, Second Edition Paperback - 2020

by Ronald Christensen

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From the publisher

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 Paperback
  • Pages 636
  • Volumes 1
  • Language ENG
  • Publisher CRC Press
  • Publication date 2020-12-18
  • ISBN 9780367737405 / 036773740X
  • Weight 2.38 lbs (1.08 kg)
  • Dimensions 9.9 x 6.9 x 1.4 in (25.15 x 17.53 x 3.56 cm)
  • Category Mathematics

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: Linear Modeling for Unbalanced Data, Second Edition...
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Analysis of Variance, Design, and Regression: Linear Modeling for Unbalanced Data, Second Edition (Chapman & Hall/CRC Texts in Statistical Science)

by Ronald Christensen

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

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

by Ronald Christensen

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

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

by Ronald Christensen

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

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

by Ronald Christensen

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Paperback. New. New Book; Fast Shipping from UK; Not signed; Not First Edition; This second edition focuses on modeling unbalanced data. It presents many new topics, including new chapters on logistic regression, log-linear models, and time-to-event data. It shows how to model main-effects and interactions and intr
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Analysis of Variance, Design, and Regression: Linear Modeling for Unbalanced Data
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Analysis of Variance, Design, and Regression: Linear Modeling for Unbalanced Data

by Christensen, Ronald

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Analysis Of Variance, Design, And Regression: Linear Modeling For Unbalanced Data, Second Edition
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Analysis Of Variance, Design, And Regression: Linear Modeling For Unbalanced Data, Second Edition

by Ronald Christensen

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Analysis of Variance, Design, and Regression: Linear Modeling for Unbalanced Data, Second Edition...
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Analysis of Variance, Design, and Regression: Linear Modeling for Unbalanced Data, Second Edition (Chapman & Hall/CRC Texts in Statistical Science)

by Christensen, Ronald

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Analysis Of Variance, Design, And Regression: Linear Modeling For Unbalanced Data, Second Edition
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Analysis Of Variance, Design, And Regression: Linear Modeling For Unbalanced Data, Second Edition

by Ronald Christensen

  • Used
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ISBN 10 / ISBN 13
9780367737405 / 036773740x
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