1. Unintentional Single-Family Loan Price and Approval Discrimination on Race through Financial Deserts Open Access Author: Liang, Deric Title: Unintentional Single-Family Loan Price and Approval Discrimination on Race through Financial Deserts Area of Honors: Statistics Keywords: statisticseconomicsmortgagesfinancial desertsdiscriminationregressionregularizationregression treemarket competition File: Download LiangDericThesis_FINAL.pdf Thesis Supervisors: Qi Li, Thesis SupervisorJia Li, Thesis Honors Advisor