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The choice of constraints in correspondence analysis
Authors:Harvey Goldstein
Affiliation:(1) University of London Institute of Education, USA
Abstract:A discussion of alternative constraint systems has been lacking in the literature on correspondence analysis and related techniques. This paper reiterates earlier results that an explicit choice of constraints has to be made which can have important effects on the resulting scores. The paper also presents new results on dealing with missing data and probabilistic category assignment.I am most grateful to the following for their helpful comments. Arto Demirjian, Michael Greenacre, Michael Healy, Shizuhiko Nishisato, Roderick Mcdonald, and several anonymous referees.
Keywords:constraint systems  correspondence analysis  dual scaling  missing data  optimal scaling  probabilistic category assignment
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