Multivariate Analysis Application for Gemology

Abstract

We studied the application of discrimination analysis and logistic regression, which are kind of multivariate analysis, for the identification of synthetic and natural amethyst, synthetic and natural ruby and Paraiba-type tourmaline and found logistic regression shows better error rate than discriminant analysis for identification of natural and synthetic amethyst and natural and synthetic ruby.