📖 Categorical Data Analysis
Thursday, October 4, 2018 by dev
Categorical Data Analysis
By:Alan Agresti
Published on 2003-03-31 by John Wiley & Sons
Amstat News asked three review editors to rate their top five favorite books in the September 2003 issue. Categorical Data Analysis was among those chosen. A valuable new edition of a standard reference |A 'must-have' book for anyone expecting to do research and/or applications in categorical data analysis.| –Statistics in Medicine on Categorical Data Analysis, First Edition The use of statistical methods for categorical data has increased dramatically, particularly for applications in the biomedical and social sciences. Responding to new developments in the field as well as to the needs of a new generation of professionals and students, this new edition of the classic Categorical Data Analysis offers a comprehensive introduction to the most important methods for categorical data analysis. Designed for statisticians and biostatisticians as well as scientists and graduate students practicing statistics, Categorical Data Analysis, Second Edition summarizes the latest methods for univariate and correlated multivariate categorical responses. Readers will find a unified generalized linear models approach that connects logistic regression and Poisson and negative binomial regression for discrete data with normal regression for continuous data. Adding to the value in the new edition is coverage of: Three new chapters on methods for repeated measurement and other forms of clustered categorical data, including marginal models and associated generalized estimating equations (GEE) methods, and mixed models with random effects Stronger emphasis on logistic regression modeling of binary and multicategory data An appendix showing the use of SAS for conducting nearly all analyses in the book Prescriptions for how ordinal variables should be treated differently than nominal variables Discussion of exact small-sample procedures More than 100 analyses of real data sets to illustrate application of the methods, and more than 600 exercises An Instructor's Manual presenting detailed solutions to all the problems in the book is available from the Wiley editorial department.
This Book was ranked at 16 by Google Books for keyword data.
Book ID of Categorical Data Analysis's Books is hpEzw4T0sPUC, Book which was written byAlan Agrestihave ETAG "Dorl57xGm6k"
Book which was published by John Wiley & Sons since 2003-03-31 have ISBNs, ISBN 13 Code is 9780471458760 and ISBN 10 Code is 0471458767
Reading Mode in Text Status is false and Reading Mode in Image Status is true
Book which have "734 Pages" is Printed at BOOK under CategoryMathematics
This Book was rated by 8 Raters and have average rate at "4.5"
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Book was written in en
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