Regression Modeling Strategies: With Applications to Linear Models, Logistic and Ordinal Regression, and Survival Analysis [Audiobook] download free by Frank E. Harrell

Regression Modeling Strategies: With Applications to Linear Models, Logistic and Ordinal Regression, and Survival Analysis Audiobook download free by Frank E. Harrell
  • Listen audiobook: Regression Modeling Strategies: With Applications to Linear Models, Logistic and Ordinal Regression, and Survival Analysis
  • Author: Frank E. Harrell
  • Release date: 2015/2/18
  • Publisher: SPRINGER INTERNATIONAL PUBLISHING AG
  • Language: English
  • Genre or Collection: Medical
  • ISBN: 9783319194240
  • Rating: 7.42 of 10
  • Votes: 250
  • Review by: Landry Dennis
  • Review rating: 9.83 of 10
  • Review Date: 2018/11/6
  • Duration: 7H10M23S in 256 kbps (116.4 MB)
  • Date of creation of the audiobook: 2018-08-06
  • You can listen to this audiobook in formats: WMA, MPEG4, FLAC, WAV, ATRAC, MPEG-4 DST, MP3 (compression CBZ, AZW, RAR, LZO, ZIP, JAR, 7Z)
  • Total pages original book: 582
  • Includes a PDF summary of 64 pages
  • Duration of the summary (audio): 50M8S (12.8 MB)
  • Description or summary of the audiobook: 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.
  • Other categories, genre or collection: Maths For Computer Scientists, Mathematical Modelling, Probability & Statistics, Epidemiology & Medical Statistics, Mathematical & Statistical Software, Miscellaneous Items
  • Download servers: FreakShare, Torrent, RARBG, KickAssTorents, Dropbox, Microsoft OneDrive, Mediafire. Compressed in CBZ, AZW, RAR, LZO, ZIP, JAR, 7Z
  • Format: Hardback
  • Approximate value: 83.94 USD
  • Dimensions: 178x254x33.27mm
  • Weight: 1,265.52g
  • Printed by: Not Available
  • Published in: Cham, Switzerland

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Categories: 2015, English, Medical
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