Principal Components Analysis by George Henry Dunteman (English) Paperback Book

Description: Principal Components Analysis by George Henry Dunteman Demonstrating the application of this analysis technique to the social sciences, the author explains how it can be used to determine the number of factors to be retained in a factor analysis; in selecting a subset of variables to represent a larger set; and much more. FORMAT Paperback LANGUAGE English CONDITION Brand New Publisher Description The author expounds the application of this multivariate analysis technique to the social sciences. He demonstrates what it can offer the researcher in analyzing particular sets of multidimensional data. He shows how it can be used to determine the number of factors to be retained in a factor analysis; for extracting the initial factors in a factor analysis; in selecting a subset of variables to represent a much larger set; and in coping with multicolinearity in regression analysis, a persistent problem in behavioural and social science data sets. Table of Contents IntroductionBasic Concepts of Principal ComponentsGeometrical Properties of Principal ComponentsDecomposition Properties of Principal ComponentsPrincipal Components of Patterned Correlation MatricesRotation of Principal ComponentsUsing Principal Components to Select a Subset of VariablesPrincipal Components Versus Factor AnalysisUses of Principal Components in Regression AnalysisUsing Principal Components to Detect Outlying and Influential ObservationsUse of Principal Components in Cluster AnalysisUse of Principal Components Analysis in Conjunction with Other Multivariate Analysis ProceduresOther Techniques Related to Principal ComponentsSummary and Conclusions Details ISBN0803931042 Short Title PRINCIPAL COMPONENTS ANALYSIS Pages 96 Series Quantitative Applications in the Social Sciences Language English ISBN-10 0803931042 ISBN-13 9780803931046 Media Book Format Paperback DEWEY 519.535 Series Number 69 Illustrations Yes Year 1989 Imprint SAGE Publications Inc Country of Publication United States Edited by G.H. Dunteman Place of Publication Thousand Oaks Edition 0002nd DOI 10.1604/9780803931046 UK Release Date 1989-07-12 NZ Release Date 1989-07-12 US Release Date 1989-07-12 Author George Henry Dunteman Publisher SAGE Publications Inc Publication Date 1989-07-12 Audience Professional & Vocational AU Release Date 1989-07-11 We've got this At The Nile, if you're looking for it, we've got it. With fast shipping, low prices, friendly service and well over a million items - you're bound to find what you want, at a price you'll love! TheNile_Item_ID:160679511;

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