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Regressionsmethoden in der Biostatistik: Linear, Logistik, Überleben und wiederholtes Ich-
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eBay-Artikelnr.:335117918933
Artikelmerkmale
- Artikelzustand
- Book Title
- Regression Methods in Biostatistics: Linear, Logistic, Survival,
- ISBN
- 9780387202754
- Publication Year
- 2007
- Series
- Statistics for Biology and Health Ser., Statistics for Biology and Health
- Type
- Textbook
- Format
- Hardcover
- Language
- English
- Publication Name
- Regression Methods in Biostatistics : Linear, Logistic, Survival, and Repeated Measures Models
- Item Length
- 9.3in
- Publisher
- Springer
- Item Width
- 6.1in
- Number of Pages
- 344 Pages, Xvi, 344 Pages
Über dieses Produkt
Product Information
Here is a unified, readable introduction to multipredictor regression methods in biostatistics, including linear models for continuous outcomes, logistic models for binary outcomes, the Cox model for right-censored survival times, and generalized linear models for counts and other outcomes. The authors describe shared elements in methods for selecting, estimating, checking, and interpreting each model, and show that these regression methods deal with confounding, mediation, and interaction of causal effects in essentially the same way.
Product Identifiers
Publisher
Springer
ISBN-10
0387202757
ISBN-13
9780387202754
eBay Product ID (ePID)
44115465
Product Key Features
Publication Name
Regression Methods in Biostatistics : Linear, Logistic, Survival, and Repeated Measures Models
Format
Hardcover
Language
English
Publication Year
2007
Series
Statistics for Biology and Health Ser., Statistics for Biology and Health
Type
Textbook
Number of Pages
344 Pages, Xvi, 344 Pages
Dimensions
Item Length
9.3in
Item Width
6.1in
Additional Product Features
Lc Classification Number
R853.S7r44 2005
Publication Date
2007-06-01
Reviews
From the reviews: "This book provides a unified introduction to the regression methods listed in the title...The methods are well illustrated by data drawn from medical studies...A real strength of this book is the careful discussion of issues common to all of the multipredictor methods covered." Journal of Biopharmaceutical Statistics, 2005 "This book is not just for biostatisticians. It is, in fact, a very good, and relatively nonmathematical, overview of multipredictor regression models. Although the examples are biologically oriented, they are generally easy to understand and follow...I heartily recommend the book" Technometrics, February 2006 "Overall, the text provides an overview of regression methods that is particularly strong in its breadth of coverage and emphasis on insight in place of mathematical detail. As intended, this well-unified approach should appeal to students who learn conceptually and verbally." Journal of the American Statistical Association, March 2006 "This book is a? about regression methods, with examples and terminology from the biostatistics field. It should, however, also be useful for practitioners from other disciplines where regression methods can be applied. a? Most chapters end with a Problems section, and a section of further notes and references, making the book suitable as a text for a course on regression methods for Ph. D. students in medicine a? . Many of the analyses in the book are illustrated with output from the statistical package Stata." (G'ran Brostr'm, Zentralblatt MATH, Vol. 1069, 2005) "The authors have written have written the book with the intention to provide an accessible introduction to multipredictor methods, emphasizing their proper use and interpretation. a? In summary it may be said that this book is excellently readable. Because of the a? detailed aspects of modeling, the applied tips as well as many medical examples, it can be recommended ... . In addition it can be recommended as background literature for biometrics advisors because of the high didactic quality of the book." (Rainer Muche, ISBC Newsletter, Issue 42, 2006) "The authors have written a very readable book focusing on the most widely used regression models in biostatistics: Multiple linear regression, logistic regression and Cox regression. a? The book is written for a non-statistical audience, focusing on ideas and how to interpret results a? . The book will be a? useful as a reference to give to a non-statistical colleague a? ." (Soren Feodor Nielsen, Journal of Applied Statistics, Vol. 33 (6), 2006) "Readership: Biostatistics readers, post-graduate research physicians. a? This text is nicely written and well arranged and provides excellent, reasonably brief, information on the selected-topics." (N. R. Draper, Short Book Reviews, Vol. 25 (2), 2005) "This book is designed for those who want to use statistical tools in the biosciences. a? It provides an excellent exposition of the application of different tools of regression analysis in biostatistics. a? This book can be a bridge between biostatistics and regression analysis a? . Survival analysis, repeated measurement analysis and generalized linear models are covered comprehensively. It could be used as a text-book for an advanced course in biostatistics, and it will also be helpful to biostatisticians a? ." (Shalabh, Journal of the Royal Statistical Society, Vol. 169 (1), 2006) "The focus is on understanding key statistical and analytical concepts--interpreting regression coefficients, understanding the impact of the failure of model assumptions, grasping how correlation in clustered sample designs affects analysis--rather than on mathematical derivations." (Michael Elliott, Biometrics, December 2006), "This book provides a unified introduction to the regression methods listed in the title...The methods are well illustrated by data drawn from medical studies...A real strength of this book is the careful discussion of issues common to all of the multipredictor methods covered." Journal of Biopharmaceutical Statistics, 2005 "This book is not just for biostatisticians. It is, in fact, a very good, and relatively nonmathematical, overview of multipredictor regression models. Although the examples are biologically oriented, they are generally easy to understand and follow...I heartily recommend the book" Technometrics, February 2006 "Overall, the text provides an overview of regression methods that is particularly strong in its breadth of coverage and emphasis on insight in place of mathematical detail. As intended, this well-unified approach should appeal to students who learn conceptually and verbally." Journal of the American Statistical Association, March 2006
Table of Content
Introduction.- Exploratory and Descriptive Methods.- Basic Statistical Methods.- Linear Regression.- Predictor Selection.- Logistic Regression.- Survival Analysis.- Repeated Measures Analysis.- Generalized Linear Models.- Complex Surveys.- Summary.
Copyright Date
2007
Target Audience
Scholarly & Professional
Topic
Administration, Biostatistics, Life Sciences / Biology
Lccn
2004-056545
Dewey Decimal
610/.72/7
Dewey Edition
22
Illustrated
Yes
Genre
Science, Medical
Artikelbeschreibung des Verkäufers
Rechtliche Informationen des Verkäufers
Books4cause Inc.
Jaysen Lifchitz
3403 Madison St
60076 Skokie, IL
United States
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eBay-Artikelnr.:335117918933
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