Regression Analysis for Social Sciences

Häftad, Engelska, 1998

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Beskrivning

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.

Produktinformation

Utgivningsdatum:1998-08-12
Mått:152 x 229 x 34 mm
Vikt:720 g
Format:Häftad
Språk:Engelska
Antal sidor:386
Förlag:Elsevier Science Publishing Co Inc
ISBN:9780127249551

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Recensioner i media

"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

Innehållsförteckning

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