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Sinopse
Categorical Data Analysis, Third 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 loglinear models for discrete data with normal regression for continuous data. This edition also features:
An emphasis on logistic and probit regression methods for binary, ordinal, and nominal responses for independent observations and for clustered data with marginal models and random effects models
Two new chapters on alternative methods for binary response data, including smoothing and regularization methods, classification methods such as linear discriminant analysis and classification trees, and cluster analysis
New sections introducing the Bayesian approach for methods in that chapter
More than 100 analyses of data sets and over 600 exercises
Notes at the end of each chapter that provide references to recent research and topics not covered in the text, linked to a bibliography of more than 1,200 sources
A supplementary website showing how to use R and SAS; for all examples in the text, with information also about SPSS and Stata and with exercise solutions
Categorical Data Analysis, Third Edition is an invaluable tool for statisticians and methodologists, such as biostatisticians and researchers in the social and behavioral sciences, medicine and public health, marketing, education, finance, biological and agricultural sciences, and industrial quality control.
Ficha Técnica
Especificações
ISBN | 9780470463635 |
---|---|
Pré venda | Não |
Peso | 1450g |
Autor para link | AGRESTI ALAN |
Livro disponível - pronta entrega | Não |
Dimensões | 205.58 x 18.44 x 4.14 |
Idioma | Inglês |
Tipo item | Livro Importado |
Número de páginas | 752 |
Número da edição | 1ª EDIÇÃO - 2012 |
Código Interno | 1096896 |
Código de barras | 9780470463635 |
Acabamento | HARDCOVER |
Autor | AGRESTI, ALAN |
Editora | WILEY |
Sob encomenda | Sim |