Multivariable modeling and multivariate analysis for the behavioral sciences / Brian S. Everitt

Multivariable Modeling and Multivariate Analysis for the Behavioral Sciences shows students how to apply statistical methods to behavioral science data in a sensible manner. Assuming some familiarity with introductory statistics, the book analyzes a host of real-world data to provide useful answers...

Descripción completa

Autor principal: Everitt, Brian S
Formato: Libro
Publicación: Boca Raton, Florida : CRC Press, 2010
Descripción física: XVII, 304 p. ; 24 cm
Clasificación CDU: 519.2:303.4
* 519.2
303.4:519.2
Tipo de contenido: Texto (visual)
Tipo de medio: sin mediación
Tipo de soporte: volumen
Con: Data measurement and data -- Looking at data -- Simple linear and locally weighted regression -- Multiple linear regression -- The equivalence of analysis of variance and multiple linear regression and an introduction to the generalized linear model -- Logistic regression -- Survival analysis -- Linear mixed models for longitudinal data -- Multivariance data and multivariate analysis -- Principle components analysis -- Factor analysis -- Cluster analysis -- Grouped multivariate data
Sumario: Multivariable Modeling and Multivariate Analysis for the Behavioral Sciences shows students how to apply statistical methods to behavioral science data in a sensible manner. Assuming some familiarity with introductory statistics, the book analyzes a host of real-world data to provide useful answers to real-life issues.<U+000d><U+000a><U+000d><U+000a>The author begins by exploring the types and design of behavioral studies. He also explains how models are used in the analysis of data.
Colección: Statistics in the social and behavioral sciences series (Chapman & Hall/CRC)
Materias:
Cursos: Máster Universitario en Métodos de Investigación en Ciencias Económicas y Empresariales - Curso 1- Modelización
ISBN: 9781439807699 (pbk. : alk. paper)
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336 |a Texto (visual) 
337 |a sin mediación 
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490 0 |a Statistics in the social and behavioral sciences series 
501 |a Data measurement and data -- Looking at data -- Simple linear and locally weighted regression -- Multiple linear regression -- The equivalence of analysis of variance and multiple linear regression and an introduction to the generalized linear model -- Logistic regression -- Survival analysis -- Linear mixed models for longitudinal data -- Multivariance data and multivariate analysis -- Principle components analysis -- Factor analysis -- Cluster analysis -- Grouped multivariate data 
520 |a Multivariable Modeling and Multivariate Analysis for the Behavioral Sciences shows students how to apply statistical methods to behavioral science data in a sensible manner. Assuming some familiarity with introductory statistics, the book analyzes a host of real-world data to provide useful answers to real-life issues.<U+000d><U+000a><U+000d><U+000a>The author begins by exploring the types and design of behavioral studies. He also explains how models are used in the analysis of data. 
650 1 7 |a Análisis multivariante  |2 ula 
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830 0 |a Statistics in the social and behavioral sciences series (Chapman & Hall/CRC) 
850 |a ULA 
901 |a Máster Universitario en Métodos de Investigación en Ciencias Económicas y Empresariales - Curso 1- Modelización 
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