Linear regression is a statistical modeling technique used in quantitative finance for
various purposes, including asset pricing, risk management, portfolio management, and factor
modeling to analyze and predict the relationship between two variables. It provides a way to
understand the linear association between a dependent variable and one or more independent
variables and allows for the estimation of a linear equation that best fits the data.