A Case Study on Relationship between Mortgage Payment and Income Using Quantile Regression

Compared to ordinary linear regression, quantile regression not only reveals more regional information, but also makes parameter estimates more robust. This study analyzes the relationship between mortgage payment and household income for both Chinese households and American households using a linear quantile regression model with one independent variable.