David J. Bartholomew (London School of Economics and Political Scie, Fiona Steele (UK University of Bristol), Jane Galbraith

Analysis of Multivariate Social Science Data

• Gebundenes Buch

Produktbeschreibung

Exploring how to use key multivariate methods in the social sciences, this book contains three chapters on regression analysis, confirmatory factor analysis and structural equation models, and multilevel models. It presents various examples of real-world applications and establishes an approach to latent variable modeling.

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Produktdetails

• Chapman & Hall/CRC Statistics in the Social and Behavioral Sciences
• Verlag: Taylor & Francis Ltd
• 2 ed
• Seitenzahl: 384
• Erscheinungstermin: 21. August 2017
• Englisch
• Abmessung: 161mm x 241mm x 28mm
• Gewicht: 680g
• ISBN-13: 9781138464544
• ISBN-10: 1138464546
• Artikelnr.: 57040945

Autorenporträt

David J. Bartholomew, Fiona Steele, Fiona Steele, Irini Moustaki

Inhaltsangabe

Preface. Setting the Scene.Cluster Analysis.Multidimensional
Scaling.Correspondence Analysis.Principal Components Analysis.Regression
Analysis.Factor Analysis.Factor Analysis for Binary Data. Factor Analysis
for Ordered Categorical Variables.Latent Class Analysis for Binary Data.
Confirmatory Factor Analysis and Structural Equation Models.Multilevel
Modeling. References. Index.