Methods and Applications of Linear Models

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A01=Ronald R. Hocking
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analysis of variance
Author_Ronald R. Hocking
automatic-update
AVE method
Category1=Non-Fiction
Category=PBT
cell means models
COP=United States
Delivery_Delivery within 10-20 working days
eq_isMigrated=2
fixed effect models
inference for linear models
JMP software
Language_English
linear models
linear regression
PA=Available
Price_€100 and above
PS=Active
quadratic forms
quantitative variables
softlaunch
statistics

Product details

  • ISBN 9781118329504
  • Weight: 1084g
  • Dimensions: 163 x 241mm
  • Publication Date: 03 Sep 2013
  • Publisher: John Wiley & Sons Inc
  • Publication City/Country: US
  • Product Form: Hardback
  • Language: English
Delivery/Collection within 10-20 working days

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Praise for the Second Edition

"An essential desktop reference book . . . it should definitely be on your bookshelf."
Technometrics

A thoroughly updated book, Methods and Applications of Linear Models: Regression and the Analysis of Variance, Third Edition features innovative approaches to understanding and working with models and theory of linear regression. The Third Edition provides readers with the necessary theoretical concepts, which are presented using intuitive ideas rather than complicated proofs, to describe the inference that is appropriate for the methods being discussed.

The book presents a unique discussion that combines coverage of mathematical theory of linear models with analysis of variance models, providing readers with a comprehensive understanding of both the theoretical and technical aspects of linear models. With a new focus on fixed effects models, Methods and Applications of Linear Models: Regression and the Analysis of Variance, Third Edition also features:

  • Newly added topics including least squares, the cell means model, and graphical inspection of data in the AVE method
  • Frequent conceptual and numerical examples for clarifying the statistical analyses and demonstrating potential pitfalls
  • Graphics and computations developed using JMP® software to accompany the concepts and techniques presented
  • Numerous exercises presented to test readers and deepen their understanding of the material

An ideal book for courses on linear models and linear regression at the undergraduate and graduate levels, the Third Edition of Methods and Applications of Linear Models: Regression and the Analysis of Variance is also a valuable reference for applied statisticians and researchers who utilize linear model methodology.

RONALD R. HOCKING, PhD, is Professor Emeritus in the Department of Statistics and Founder of the Ronald R. Hocking Lecture Series at Texas A&M University. A Fellow of the American Statistical Association, Dr. Hocking is the recipient of numerous honors in the statistical community including the Shewell Award, the Youden Award, the Wilcoxon Award, the Snedecor Award, and the Owen Award.

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