Quasi-Least Squares Regression

Download Now


Justine Shults, Joseph M. Hilbe, "Quasi-Least Squares Regression"
English | ISBN: 1420099930 | 2014 | 221 pages | PDF | 1 MB

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. They describe how QLS can be used to extend the application of the traditional GEE approach to the analysis of unequally spaced longitudinal data, familial data, and data with multiple sources of correlation. In some settings, QLS also allows for improved analysis with an unstructured correlation matrix.

Special focus is given to goodness-of-fit analysis as well as new strategies for selecting the appropriate working correlation structure for QLS and GEE. A chapter on longitudinal binary data tackles recent issues raised in the statistical literature regarding the appropriateness of semi-parametric methods, such as GEE and QLS, for the analysis of binary data; this chapter includes a comparison with the first-order Markov maximum-likelihood (MARK1ML) approach for binary data.

Examples throughout the book demonstrate each topic of discussion. In particular, a fully worked out example leads readers from model building and interpretation to the planning stages for a future study (including sample size calculations). The code provided enables readers to replicate many of the examples in Stata, often with corresponding R, SAS, or MATLAB® code offered in the text or on the book's website.
Buy Premium To Support Me & Get Resumable Support & Max Speed

Direct Download

Tags: Regression, Squares
Ae Football Project | How To Download Tera On Mac | Kms Pico Setup Download | Download Ivory Pianos Kontakt Torrent | Annalisa Scarrone Album Non So Ballare Download Mp Zip Rar | Urdu Sexx Stories Gril And Cat | Bab Masti Hd Video | Vocaloid English Singer Library Free Download Rk Rstfmd Ymdm j | Adobe Lightroom Ls Keygen Rar Rk | Jplay How To Crack | Descargar Pasword Encripted File Autocad | Peperonity Android Games | Alona Tal Sevime Videosu Izle | Feeling It Not Faking Stream | Smriti Irani Bra Panty Size | Naturist Freedom Full Free Videos | Bit Malware Fighter Full V | Capture One Windows Crack | Sandys Secrets Magzine | Anna Kanerina Password To Unlock Download

Quasi-Least Squares Regression Download via Hotfile Rapidshare Fileserve Megaupload & FileSonic, Quasi-Least Squares Regression free torrent downloads included crack, serial, keygen.

Add comments

Your Name:
Your E-Mail:

Security Code:
Include security image CAPCHA.
update code
Insert Code: