linear_regression_college_admission

Performed linear regression and residuals analysis on college tuition fees and admission rate in R. Conducted exploratory data analysis and data visualization in R.

Source of datasets

The Integrated Postsecondary Education Data System (IPEDS) by the National Center for Education Statistics (NCES) in United States. https://nces.ed.gov/ipeds/datacenter/DataFiles.aspx

Project Goal

To examine Top 10 most expensive and least expensive colleges in U.S and to identify associations between tuition fees and admission rate.

Introduction

The datasets contains information about colleges' UNITID, name, location, tuition fees, application, admission, etc. The analysis focuses on public and private not-for-profit colleges in the United States.

Author

Lee Ping Tay