Finance, Risk Analytics, Data Science, Machine Learning.
Mathematical Core The aim of PCA is “dimensionality reduction.” This denotes that we are trying to reduce the number of features (risk factors) to a smaller number of important ones we can operate on more quickly. We aim to remove the redundant dimensions by focusing on the dimensions with the most