Paper Title
Determinants of Los Angeles County Housing Rental Prices

Abstract
This paper aims to explain what determinants of Los Angeles County Houses Rental Prices. The study will examine the external factors such as Location, median income, and Population to explain the difference in houses rental prices. In this paper study, we will use machine learning methods such as Random Forest and Decision Trees for model performance. We will also use the Econometrics method, such as the Ordinary Least Squares (OLS) method to estimate the linear regression. The final result suggests that Median income has the highest influence on median rent price, and they have a Positive relationship. Moreover, the Population is the least important variable that affects the median rent price. Keywords -Ordinary Least Squares, Median income, Median rent price, Random Forest, Decision tree.