Notes

A collection of concise mathematical notes for reference.

• Probability
• Random Variables
• Expectations
• Convergence of Random Variables
• Statistical Inference
• Linear Regression

Acknowledgements: This material is largely guided by the book All of Statistics (Larry Wasserman, 2004), certainly one my favorite books on statistics. I have also drawn inspiration from Computer Age Statistical Inference (Efron, Hastie, 2016).