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Quasi-Least Squares Regression,9781420099935
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Quasi-Least Squares Regression

ISBN13:

9781420099935

by ;
ISBN10:
1420099930
Edition:
1st
Format:
Hardcover
Pub. Date:
1/28/2014
Publisher(s):
Chapman & Hall/
List Price: $93.95

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What version or edition is this?

This is the 1st edition with a publication date of 1/28/2014.

What is included with this book?

  • The New copy of this book will include any supplemental materials advertised. Please check the title of the book to determine if it should include any CDs, lab manuals, study guides, etc.
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Summary

Drawing on the authors#xE2;#xAC;" substantial expertise in modeling longitudinal and clustered data, this book presents a comprehensive treatment of quasi-least squares (QLS) regression#xE2;#xAC;#x1D;a computational approach for the estimation of correlation parameters within the framework of generalized estimating equations (GEE). The authors present an overview and detailed evaluation of QLS methodology, demonstrating the advantages of QLS in comparison with alternative methods. A fully worked out example is provided that leads readers from the planning stages of a study, including sample size considerations, through model construction and interpretation. Special focus is given to goodness-of-fit analysis and strategies on selecting the appropriate working correlation structure. The text includes additional examples throughout to demonstrate each topic of discussion and uses Stata for the majority of examples, along with corresponding R, SAS, and MATLAB#xC2;#xAE;code.


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