Term Paper for ST4248 Statistical Learning II: Analysis on Video Game Sales
Methods performed on dataset:
- Initial Data Cleaning and Exploratory Data Analysis (EDA)
- Using Multiple Regression to Investigate Impact of Publishers on Global Sales (by Regression Coefficient)
- Using Various Regression Methods to Predict Global Sales using Critic Score and User Score - Multiple Regression, Random Forest, XGBoost
- Using Linear Mixed-Effects Model to Investigate Impact of Publishers, Platform and Genres on Global Sales
Source: https://www.kaggle.com/rush4ratio/video-game-sales-with-ratings