This report aims to analyze the factors influencing health insurance charges, including age, sex, Body Mass Index (BMI), number of dependents, smoking status, and U.S. geographic region, through the statistical models of Ordinary Least Squares (OLS), Robust Regression, Gamma Generalized Linear Models (GLMs), and Tweedie GLMs.
This report aims to analyze the factors influencing health insurance charges, including age, sex, Body Mass Index (BMI), number of dependents, smoking status, and U.S. geographic region, through the statistical models of Ordinary Least Squares (OLS), Robust Regression, Gamma Generalized Linear Models (GLMs), and Tweedie GLMs.