Factor Investing, Dimensionality Reduction, Sklearn, Python.
with high-dimensional data. The sheer number of factors can lead to issues such as increased computational complexity, overfitting, and sparsity, which can degrade the performance of factor models and hinder their ability to generate alpha. In this article, we will explore how dimensionality