EQUALITY CONSTRAINTS IN MULTIPLE CORRESPONDENCE-ANALYSIS

Citation
S. Vanbuuren et J. Deleeuw, EQUALITY CONSTRAINTS IN MULTIPLE CORRESPONDENCE-ANALYSIS, Multivariate behavioral research, 27(4), 1992, pp. 567-583
Citations number
17
Categorie Soggetti
Social Sciences, Mathematical Methods","Psychologym Experimental","Statistic & Probability","Mathematical, Methods, Social Sciences
ISSN journal
00273171
Volume
27
Issue
4
Year of publication
1992
Pages
567 - 583
Database
ISI
SICI code
0027-3171(1992)27:4<567:ECIMC>2.0.ZU;2-7
Abstract
The application of equality constraints on the categories of a variabl e is a simple but useful extension of multiple correspondence analysis . Equality can be used to incorporate prior knowledge about the relati ons between categories. Categories may belong to the same variable, to different variables, or both. The simplest form of equality specifies that all variables receive identical data transforms. This is useful, for example, if the same variable is measured on many points of time. This article outlines a procedure to deal with unequal category numbe rs and with subsets of variables. Though the technical results are not difficult to derive, they are not very well-known. Some applications illustrate the method.