Penalized Optimal Scaling for Ordinal Variables with an Application to International Classification of Functioning Core Sets

Aisouda Hoshiyar, Henk A. L. Kiers, Jan Gertheiss

Ordinal data occur frequently in the social sciences. When applying principal component analysis (PCA), however, those data are often treated as numeric implying linear relationshi…