R Projects

Diamonds Analysis

• Checked all necessary assumptions for linear regression (normality, multicollinearity, homoscedasticity, outliers, and independence) to ensure reliable results
• Analyzed categorical and quantitative factors that contribute most to prices of a diamonds using linear regression

— Central Limit Theorem Demonstration

• Explained and demonstrated concepts of the central limit theorem with examples
• Created vizualizations to highlight the normality of increasing sample sizes