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Regression Modeling Strategies: With Applications to Linear Models, Logistic and
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eBay item number:156202331825
Item specifics
- Condition
- ISBN
- 9783319194240
- Publication Year
- 2015
- Type
- Textbook
- Format
- Hardcover
- Language
- English
- Publication Name
- Regression Modeling Strategies: With Applications to Linear Models, Logistic and Ordinal Regression, and Survival Analysis
- Item Height
- 254mm
- Publisher
- Springer International Publishing A&G
- Item Width
- 178mm
- Subject
- Computer Science, Mathematics, Healthcare System
- Number of Pages
- 582 Pages
About this product
Product Information
This highly anticipated second edition features new chapters and sections, 225 new references, and comprehensive R software. In keeping with the previous edition, this book is about the art and science of data analysis and predictive modelling, which entails choosing and using multiple tools. Instead of presenting isolated techniques, this text emphasises problem solving strategies that address the many issues arising when developing multi-variable models using real data and not standard textbook examples. Regression Modelling Strategies presents full-scale case studies of non-trivial data-sets instead of over-simplified illustrations of each method. These case studies use freely available R functions that make the multiple imputation, model building, validation and interpretation tasks described in the book relatively easy to do. Most of the methods in this text apply to all regression models, but special emphasis is given to multiple regression using generalised least squares for longitudinal data, the binary logistic model, models for ordinal responses, parametric survival regression models and the Cox semi parametric survival model. A new emphasis is given to the robust analysis of continuous dependent variables using ordinal regression. As in the first edition, this text is intended for Masters' or PhD. level graduate students who have had a general introductory probability and statistics course and who are well versed in ordinary multiple regression and intermediate algebra. The book will also serve as a reference for data analysts and statistical methodologists, as it contains an up-to-date survey and bibliography of modern statistical modelling techniques.
Product Identifiers
Publisher
Springer International Publishing A&G
ISBN-13
9783319194240
eBay Product ID (ePID)
221329496
Product Key Features
Publication Name
Regression Modeling Strategies: With Applications to Linear Models, Logistic and Ordinal Regression, and Survival Analysis
Format
Hardcover
Language
English
Subject
Computer Science, Mathematics, Healthcare System
Publication Year
2015
Type
Textbook
Number of Pages
582 Pages
Dimensions
Item Height
254mm
Item Width
178mm
Additional Product Features
Series Title
Springer Series in Statistics
Country/Region of Manufacture
Switzerland
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Fantastic seller! Item was exactly as described and was quickly dispatched. It was extremely (!) well packaged to prevent any damage in transit. Communication was excellent throughout. Highly recommended - thank you for a smooth trade and would not hesitate to buy from again.
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The seller was very nice and helpful, very fast with responding to a message. The book came on time and was as described. The packaging was also very good and protected the book very well, which I really appreciate. Extremely happy with my purchase, thank you so much.
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If anything, better than described - book was described as “very good” condition, but is in fact like new. Also - really appreciated the decent, carefully wrapped, packaging. Arrived really quickly. Would definitely buy from this seller again. Highly recommend.