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Regression Analysis for Social Sciences

  • 1 Edición - 12 de agosto de 1998
  • Última edición
  • Autores: Alexander von Eye, Christof Schuster
  • Idioma: Inglés

Regression Analysis for Social Sciences presents methods of regression analysis in an accessible way, with each method having illustrations and examples. A broad spectrum of method… Leer más

Descripción

Regression Analysis for Social Sciences presents methods of regression analysis in an accessible way, with each method having illustrations and examples. A broad spectrum of methods are included: multiple categorical predictors, methods for curvilinear regression, and methods for symmetric regression. This book can be used for courses in regression analysis at the advanced undergraduate and beginning graduate level in the social and behavioral sciences. Most of the techniques are explained step-by-step enabling students and researchers to analyze their own data. Examples include data from the social and behavioral sciences as well as biology, making the book useful for readers with biological and biometrical backgrounds. Sample command and result files for SYSTAT are included in the text.

Puntos claves

  • Presents accessible methods of regression analysis
  • Includes a broad spectrum of methods
  • Techniques are explained step-by-step
  • Provides sample command and result files for SYSTAT

De interès para

Academics, researchers, and students in the social sciences including psychology and sociology

Índice

Simple Linear RegressionMultiple Linear RegressionCategorical PredictorsOutlier AnalysisResidual AnalysisPolynomial RegressionMulticollinearityMultiple Curvilinear RegressionInteraction Terms in RegressionRobust RegressionSymmetric RegressionVariable Selection TechniquesRegression for Longitudinal DataPiecewise RegressionDichotomous Criterion VariablesComputational IssuesElements of Matrix AlgebraBasics of DifferentiationBasics of Vector DifferentiationPolynomialsData Sets

Reseñas

"Individuals in the social and behavioral sciences as well as those with biological and biometrical backrounds would benefit from this book. Recommended. Upper-division undergraduates through faculty."—CHOICE, 1999

Detalles del producto

  • Edición: 1
  • Última edición
  • Publicado: 12 de agosto de 1998
  • Idioma: Inglés

Sobre los autores

Av

Alexander von Eye

Afiliaciones y experiencia
Michigan State University, East Lansing, U.S.A.

CS

Christof Schuster

Afiliaciones y experiencia
University of Michigan, Ann Arbor, U.S.A.