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Modelling Binary Data, Second Edition (Chapman & Hall/CRC Texts in Statistical Science), by David Collett
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Since the original publication of the bestselling Modelling Binary Data, a number of important methodological and computational developments have emerged, accompanied by the steady growth of statistical computing. Mixed models for binary data analysis and procedures that lead to an exact version of logistic regression form valuable additions to the statistician's toolbox, and author Dave Collett has fully updated his popular treatise to incorporate these important advances.
Modelling Binary Data, Second Edition now provides an even more comprehensive and practical guide to statistical methods for analyzing binary data. Along with thorough revisions to the original material-now independent of any particular software package- it includes a new chapter introducing mixed models for binary data analysis and another on exact methods for modelling binary data. The author has also added material on modelling ordered categorical data and provides a summary of the leading software packages.
All of the data sets used in the book are available for download from the Internet, and the appendices include additional data sets useful as exercises.
- Sales Rank: #686617 in Books
- Brand: Brand: Chapman and Hall/CRC
- Published on: 2002-09-25
- Original language: English
- Number of items: 1
- Dimensions: 9.21" h x .84" w x 6.14" l, 1.28 pounds
- Binding: Paperback
- 408 pages
- Used Book in Good Condition
Most helpful customer reviews
2 of 2 people found the following review helpful.
Outstanding Binary Modeling Text
By Wanderer
This text is perhaps one of the best for what it aims to do. There is so much here for the applied statistician / modeler that you can't help but pick up something new.
The treatment on graphical analysis of logistic regression residuals is extremely well done and very well presented. I have yet to find a better treatment that collects the constructed, added variable and partial residual plots (among other techniques) and ties them together in a single chapter.
Again, there is a -lot- of information here for practicing modelers to pour through. Definitely give this one a look, read the excerpts and judge for yourself. I have no complaints and love this book. My only regret is that I didn't get it sooner.
0 of 0 people found the following review helpful.
Four Stars
By Sandra Charriez
love the service and product
6 of 6 people found the following review helpful.
Excellent Intermediate Level
By Julio C. Cerono
Probably the best in its class, Dr. Collet's work is among those books that contain a great deal of information and clarity. It deals with model building with binary data. A vey good explanation on the rationale behind maximum likelihood aproach to parameter estimation, it also shows the application of the asimptotic properties of the most commonnly used models for cross tabulated data.
I hold a Ph.D. in agronomy and plant breeding, and this volume certainly gave me a good start for analyzing binary responses. Lots of examples help in understanding the theory. A 5 stars without any doubt.
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