Regression Modeling Strategies by Frank E Harrell Jr

Regression Modeling Strategies by Frank E Harrell Jr

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Summary

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.

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Regression Modeling Strategies by Frank E Harrell Jr

The book will serve as a reference for data analysts and statistical methodologists.
“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 a textbook and equally as a reference book.” (Technometrics, Vol. 58 (2), February, 2016)

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. He is a Fellow of the American Statistical Association (ASA) and a consultant to the U.S. Food and Drug Administration and to the pharmaceutical industry. He teaches a graduate course in regression modeling strategies and a course in biostatistics for medical researchers. In 2014 he was chosen to receive the WJ Dixon Award for Excellence in Statistical Consulting by the ASA. 

SKU Unavailable
ISBN 13 9783319194240
ISBN 10 3319194240
Title Regression Modeling Strategies
Author Frank E Harrell Jr
Series Springer Series In Statistics
Condition Unavailable
Binding Type Hardback
Publisher Springer International Publishing AG
Year published 2015-08-26
Number of pages 582
Cover note Book picture is for illustrative purposes only, actual binding, cover or edition may vary.