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Principal Components Analysis

Name: Principal Components Analysis
Brand: SAGE PUBLICATIONS
SKU: 9780803931046
Price: 103.0 AUD
Availability: InStock

SAGE PUBLICATIONSISBN: 9780803931046

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$103.00

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By George Henry Dunteman
Imprint: SAGE PUBLICATIONS INC
Release Date: May 1, 1989
Format: PAPERBACK
Dimensions: 215 x 139 mm
Weight: 140 g
Pages: 96

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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.

Introduction Basic Concepts of Principal Components Geometrical Properties of Principal Components Decomposition Properties of Principal Components Principal Components of Patterned Correlation Matrices Rotation of Principal Components Using Principal Components to Select a Subset of Variables Principal Components Versus Factor Analysis Uses of Principal Components in Regression Analysis Using Principal Components to Detect Outlying and Influential Observations Use of Principal Components in Cluster Analysis Use of Principal Components Analysis in Conjunction with Other Multivariate Analysis Procedures Other Techniques Related to Principal Components Summary and Conclusions

Principal Components Analysis

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