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Metodi di regressione in biostatistica: lineare, logistico, sopravvivenza e ripetizione...-
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Specifiche dell'oggetto
- Condizione
- Book Title
- Regression Methods in Biostatistics : Linear, Logistic, Survival,
- ISBN
- 9781461413523
- Subject Area
- Science, Mathematics, Medical
- Publication Name
- Regression Methods in Biostatistics : Linear, Logistic, Survival, and Repeated Measures Models
- Item Length
- 9.3 in
- Publisher
- Springer, Springer New York
- Subject
- Biostatistics, Public Health, Probability & Statistics / Regression Analysis, Research, Life Sciences / Biology, Epidemiology
- Publication Year
- 2011
- Series
- Statistics for Biology and Health Ser., Statistics for Biology and Health
- Type
- Textbook
- Format
- Hardcover
- Language
- English
- Item Height
- 0.4 in
- Item Width
- 6.1 in
- Item Weight
- 33.8 Oz
- Number of Pages
- 512 Pages, Xx, 509 Pages
Informazioni su questo prodotto
Product Information
This fresh edition, substantially revised and augmented, provides a unified, in-depth, readable introduction to the multipredictor regression methods most widely used in biostatistics. The examples used, analyzed using Stata, can be applied to other areas.
Product Identifiers
Publisher
Springer, Springer New York
ISBN-10
1461413524
ISBN-13
9781461413523
eBay Product ID (ePID)
117160319
Product Key Features
Publication Name
Regression Methods in Biostatistics : Linear, Logistic, Survival, and Repeated Measures Models
Format
Hardcover
Language
English
Subject
Biostatistics, Public Health, Probability & Statistics / Regression Analysis, Research, Life Sciences / Biology, Epidemiology
Publication Year
2011
Series
Statistics for Biology and Health Ser., Statistics for Biology and Health
Type
Textbook
Subject Area
Science, Mathematics, Medical
Number of Pages
512 Pages, Xx, 509 Pages
Dimensions
Item Length
9.3 in
Item Height
0.4 in
Item Width
6.1 in
Item Weight
33.8 Oz
Weight
33.7 Oz
Height
0.4in
Width
6.1in
Length
9.3in
Additional Product Features
Edition Number
2
Intended Audience
Scholarly & Professional
Number of Volumes
1 Vol.
Lc Classification Number
Qh323.5, Qa276-280ra648.5-654
Publication Date
2011-09-01
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 … 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. … 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 … . Many of the analyses in the book are illustrated with output from the statistical package Stata." (Göran Broström, 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. … In summary it may be said that this book is excellently readable. Because of the … 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. … The book is written for a non-statistical audience, focusing on ideas and how to interpret results … . The book will be … useful as a reference to give to a non-statistical colleague … ." (Soren Feodor Nielsen, Journal of Applied Statistics, Vol. 33 (6), 2006)"Readership: Biostatistics readers, post-graduate research physicians. … 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. … It provides an excellent exposition of the application of different tools of regression analysis in biostatistics. … This book can be a bridge between biostatistics and regression analysis … . 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 … ." (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), 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 ... 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. ... 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 ... . Many of the analyses in the book are illustrated with output from the statistical package Stata." (Gran Brostrm, 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. ... In summary it may be said that this book is excellently readable. Because of the ... 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. ... The book is written for a non-statistical audience, focusing on ideas and how to interpret results ... . The book will be ... useful as a reference to give to a non-statistical colleague ... ." (Soren Feodor Nielsen, Journal of Applied Statistics, Vol. 33 (6), 2006) "Readership: Biostatistics readers, post-graduate research physicians. ... 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. ... It provides an excellent exposition of the application of different tools of regression analysis in biostatistics. ... This book can be a bridge between biostatistics and regression analysis ... . 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 ... ." (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), 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 ... 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. ... 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 ... . Many of the analyses in the book are illustrated with output from the statistical package Stata." (Göran Broström, 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. ... In summary it may be said that this book is excellently readable. Because of the ... 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. ... The book is written for a non-statistical audience, focusing on ideas and how to interpret results ... . The book will be ... useful as a reference to give to a non-statistical colleague ... ." (Soren Feodor Nielsen, Journal of Applied Statistics, Vol. 33 (6), 2006) "Readership: Biostatistics readers, post-graduate research physicians. ... 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. ... It provides an excellent exposition of the application of different tools of regression analysis in biostatistics. ... This book can be a bridge between biostatistics and regression analysis ... . 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 ... ." (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)
Table of Content
Introduction.- Exploratory and Descriptive Methods.- Basic Statistical Methods.- Linear Regression.- Logistic Regression.- Survival Analysis.- Repeated Measures Analysis.- Generalized Linear Models.- Strengthening Casual Inference.- Predictor Selection.- Complex Surveys.- Summary.
Copyright Date
2012
Dewey Decimal
610/.72/7
Dewey Edition
22
Illustrated
Yes
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