Quasi-least squares regression / Justine Shults, Joseph M. Hilbe.
Drawing on the authors' substantial expertise in modeling longitudinal and clustered data, Quasi-Least Squares Regression provides a thorough treatment of quasi-least squares (QLS) regression-a computational approach for the estimation of correlation parameters within the framework of generaliz...
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Full Text (via Taylor & Francis) |
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| Main Authors: | , |
| Format: | eBook |
| Language: | English |
| Published: |
Boca Raton :
CRC Press, Taylor & Francis Group,
[2014]
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| Series: | Monographs on statistics and applied probability (Series) ;
132. |
| Subjects: |
MARC
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| 245 | 1 | 0 | |a Quasi-least squares regression / |c Justine Shults, Joseph M. Hilbe. |
| 264 | 1 | |a Boca Raton : |b CRC Press, Taylor & Francis Group, |c [2014] | |
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| 490 | 1 | |a Monographs on statistics & applied probability ; |v 132. | |
| 500 | |a "A Chapman & Hall book." | ||
| 504 | |a Includes bibliographical references (pages 191-200) | ||
| 505 | 0 | |a Part I: Introduction; Chapter 1: Introduction; Chapter 2: Review of Generalized Linear Models and Generalized Estimating Equations; Part II: Quasi-Least Squares Theory and Applications; Chapter 3: History and Theory of Quasi-Least Squares Regression; Chapter 4: Mixed Linear Structures and Familial Data; Chapter 5: Correlation Structures for Clustered and Longitudinal Data; Chapter 6: Analysis of Data with Multiple Sources of Correlation; Chapter 7: Correlated Binary Data; Chapter 8: Assessing Goodness of Fit and Choice of Correlation Structure for QLS and GE; Chapter 9: Sample Size and Demonstration. | |
| 520 | |a Drawing on the authors' substantial expertise in modeling longitudinal and clustered data, Quasi-Least Squares Regression provides a thorough treatment of quasi-least squares (QLS) regression-a computational approach for the estimation of correlation parameters within the framework of generalized estimating equations (GEEs). The authors present a detailed evaluation of QLS methodology, demonstrating the advantages of QLS in comparison with alternative methods. | ||
| 588 | 0 | |a Print version record. | |
| 650 | 0 | |a Least squares. |0 http://id.loc.gov/authorities/subjects/sh85075570. | |
| 650 | 0 | |a Generalized estimating equations. |0 http://id.loc.gov/authorities/subjects/sh2002004438. | |
| 650 | 7 | |a Generalized estimating equations. |2 fast |0 (OCoLC)fst00939837. | |
| 650 | 7 | |a Least squares. |2 fast |0 (OCoLC)fst00995082. | |
| 700 | 1 | |a Hilbe, Joseph M., |d 1944- |e author. |0 http://id.loc.gov/authorities/names/no2001055317 |1 http://isni.org/isni/0000000453019653. | |
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