Modelling Binary Data
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Modelling Binary Data Second Edition
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Author : David Collett
language : en
Publisher: CRC Press
Release Date : 2002-09-25
Modelling Binary Data Second Edition written by David Collett and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2002-09-25 with Mathematics categories.
Since the original publication of the bestselling Modelling Binary Data, a number of important methodological and computational developments have emerged, accompanied by the steady growth of statistical computing. Mixed models for binary data analysis and procedures that lead to an exact version of logistic regression form valuable additions to the statistician's toolbox, and author Dave Collett has fully updated his popular treatise to incorporate these important advances. Modelling Binary Data, Second Edition now provides an even more comprehensive and practical guide to statistical methods for analyzing binary data. Along with thorough revisions to the original material-now independent of any particular software package- it includes a new chapter introducing mixed models for binary data analysis and another on exact methods for modelling binary data. The author has also added material on modelling ordered categorical data and provides a summary of the leading software packages. All of the data sets used in the book are available for download from the Internet, and the appendices include additional data sets useful as exercises.
Modelling Binary Data
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Author : David Collett
language : en
Publisher: CRC Press
Release Date : 2002-09-25
Modelling Binary Data written by David Collett and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2002-09-25 with Mathematics categories.
Since the original publication of the bestselling Modelling Binary Data, a number of important methodological and computational developments have emerged, accompanied by the steady growth of statistical computing. Mixed models for binary data analysis and procedures that lead to an exact version of logistic regression form valuable additions to the
Modelling Binary Data
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Author : D. Collett
language : en
Publisher: Springer
Release Date : 2013-08-22
Modelling Binary Data written by D. Collett and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-08-22 with Mathematics categories.
Modelling Binary Data Hardback
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Author : D. Collett
language : en
Publisher: Chapman and Hall/CRC
Release Date : 1991-10
Modelling Binary Data Hardback written by D. Collett and has been published by Chapman and Hall/CRC this book supported file pdf, txt, epub, kindle and other format this book has been release on 1991-10 with Mathematics categories.
Shows how binary data, that is, data that can take one of two possible forms (such as alive/dead or success/failure), can be analyzed using statistical modeling. The role of the linear logistic model is particularly stressed, but models based on the probit and complementary log-log transformations are also introduced. Annotation copyrighted by Book News, Inc., Portland, OR
Analysis Of Binary Data
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Author : D.R. Cox
language : en
Publisher: Routledge
Release Date : 2018-02-19
Analysis Of Binary Data written by D.R. Cox and has been published by Routledge this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-02-19 with Mathematics categories.
The first edition of this book (1970) set out a systematic basis for the analysis of binary data and in particular for the study of how the probability of 'success' depends on explanatory variables. The first edition has been widely used and the general level and style have been preserved in the second edition, which contains a substantial amount of new material. This amplifies matters dealt with only cryptically in the first edition and includes many more recent developments. In addition the whole material has been reorganized, in particular to put more emphasis on m.aximum likelihood methods. There are nearly 60 further results and exercises. The main points are illustrated by practical examples, many of them not in the first edition, and some general essential background material is set out in new Appendices.
Modeling Binary Correlated Responses Using Sas Spss And R
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Author : Jeffrey R. Wilson
language : en
Publisher: Springer
Release Date : 2015-10-12
Modeling Binary Correlated Responses Using Sas Spss And R written by Jeffrey R. Wilson and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2015-10-12 with Mathematics categories.
Statistical tools to analyze correlated binary data are spread out in the existing literature. This book makes these tools accessible to practitioners in a single volume. Chapters cover recently developed statistical tools and statistical packages that are tailored to analyzing correlated binary data. The authors showcase both traditional and new methods for application to health-related research. Data and computer programs will be publicly available in order for readers to replicate model development, but learning a new statistical language is not necessary with this book. The inclusion of code for R, SAS, and SPSS allows for easy implementation by readers. For readers interested in learning more about the languages, though, there are short tutorials in the appendix. Accompanying data sets are available for download through the book s website. Data analysis presented in each chapter will provide step-by-step instructions so these new methods can be readily applied to projects. Researchers and graduate students in Statistics, Epidemiology, and Public Health will find this book particularly useful.
Topics In Modelling Of Clustered Data
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Author : Marc Aerts
language : en
Publisher: CRC Press
Release Date : 2002-05-29
Topics In Modelling Of Clustered Data written by Marc Aerts and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2002-05-29 with Mathematics categories.
Many methods for analyzing clustered data exist, all with advantages and limitations in particular applications. Compiled from the contributions of leading specialists in the field, Topics in Modelling of Clustered Data describes the tools and techniques for modelling the clustered data often encountered in medical, biological, environmental, and s
Constructing And Testing Logistic Regression Models For Binary Data
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Author : Don O. Loftsgaarden
language : en
Publisher:
Release Date : 1992
Constructing And Testing Logistic Regression Models For Binary Data written by Don O. Loftsgaarden and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1992 with Forest fire forecasting categories.
Marginal Models In Analysis Of Correlated Binary Data With Time Dependent Covariates
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Author : Jeffrey R. Wilson
language : en
Publisher: Springer Nature
Release Date : 2020-09-28
Marginal Models In Analysis Of Correlated Binary Data With Time Dependent Covariates written by Jeffrey R. Wilson and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-09-28 with Medical categories.
This monograph provides a concise point of research topics and reference for modeling correlated response data with time-dependent covariates, and longitudinal data for the analysis of population-averaged models, highlighting methods by a variety of pioneering scholars. While the models presented in the volume are applied to health and health-related data, they can be used to analyze any kind of data that contain covariates that change over time. The included data are analyzed with the use of both R and SAS, and the data and computing programs are provided to readers so that they can replicate and implement covered methods. It is an excellent resource for scholars of both computational and methodological statistics and biostatistics, particularly in the applied areas of health.
Data Models
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Author : Dionysios C. Tsichritzis
language : en
Publisher: Prentice Hall
Release Date : 1982
Data Models written by Dionysios C. Tsichritzis and has been published by Prentice Hall this book supported file pdf, txt, epub, kindle and other format this book has been release on 1982 with Computers categories.