### Linear, Quadratic, and Regularized Discriminant Analysis

Linear discriminant analysis (LDA) is a classification and dimensionality reduction technique that is particularly useful for multi-class prediction problems. In this post I investigate the properties of LDA and the related methods of quadratic discriminant analysis and regularized discriminant analysis.