Feature Selection

College Student Performance Analysis

Developed for Stats 101A at UCLA

By analyzing relationships between several student and campus factors and student performance (GPA), we determined which educational and socioeconomic factors affect students’ performance the most.

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I. Introduction

In this project, we aim to investigate the various campus climate factors that could potentially impact undergraduate students’ academic performance, measured by GPA (Grade Point Average out of 4), through regression analysis. Our research question of interest is: How can a student’s GPA be affected by various educational and socioeconomic factors?