Multivariate Analysis of Categorical Data, Vol. 2: Theory (Advanced Quantitative Techniques in the Social Sciences)

van de Geer, John

ISBN 10: 0803945655 / ISBN 13: 9780803945654

Editore: SAGE Publications, Inc, 1993

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Titolo: Multivariate Analysis of Categorical Data, ...

Casa editrice: SAGE Publications, Inc

Data di pubblicazione: 1993

Legatura: hardcover

Condizione: Good

Descrizione articolo

Riassunto:

Aimed at researchers and students interested in non-linear analysis of categorical variables, this book explains multivariate analysis geometrically rather than through the use of formal algebraic formulae. It first covers what the desirable properties of a geometric display should look like on the basis of classical analysis. Next, it discusses how these desirable properties can be enhanced by gradually eliminating the restrictions imposed by an a priori technique. The book goes on to explore such topics as the relation of principal components analysis, canonical analysis and generalized canonical analysis to one another, optimal quantification for one, two and three variables, and how many dimensions are needed for optimal quantifi

Contenuti:

General Concepts
Classical Methods of Multivariate Analysis
Principal Components Analysis
Optimal Quantification
Indicator Matrices
Properties and Risks of Optimal Quantification
Conclusions