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4%OFFJr. Frank E. Harrell - Regression Modeling Strategies: With Applications to Linear Models, Logistic and Ordinal Regression, and Survival Analysis - 9783319194240 - V9783319194240
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Regression Modeling Strategies: With Applications to Linear Models, Logistic and Ordinal Regression, and Survival Analysis

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Description for Regression Modeling Strategies: With Applications to Linear Models, Logistic and Ordinal Regression, and Survival Analysis Hardback. Series: Springer Series in Statistics. Num Pages: 582 pages, 104 black & white illustrations, 53 colour illustrations, 50 black & white tables, biogra. BIC Classification: PBT; PBWH; UYAM. Category: (P) Professional & Vocational. Dimension: 452 x 378 x 40. Weight in Grams: 1320.

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, ... Read more

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. 

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Product Details

Publisher
Springer International Publishing AG
Format
Hardback
Publication date
2015
Series
Springer Series in Statistics
Condition
New
Number of Pages
582
Place of Publication
Cham, Switzerland
ISBN
9783319194240
SKU
V9783319194240
Shipping Time
Usually ships in 4 to 8 working days
Ref
99-1

About Jr. Frank E. Harrell
Frank E. Harrell, Jr. is Professor of Biostatistics and Chair, Department of Biostatistics, Vanderbilt University School of Medicine, Nashville. He has developed numerous methods for predictive modeling, quantifying predictive accuracy and model validation and has published numerous predictive models and articles on applied statistics, medical research and clinical trials. He is on the editorial board for several biomedical and methodologic journals. ... Read more

Reviews for Regression Modeling Strategies: With Applications to Linear Models, Logistic and Ordinal Regression, and Survival Analysis
“The aim and scope of this edition to provide graduate students and professional and early career researchers with insights, understandings and working knowledge of regression modelling. … . The book is sequentially organized and well structured and many chapters are self-contained. It includes many useful topics and techniques for graduate .students and researchers alike. This book can be used as ... Read more

Goodreads reviews for Regression Modeling Strategies: With Applications to Linear Models, Logistic and Ordinal Regression, and Survival Analysis


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