Here are a number of Labs I created and updated between 2017-2021 for a required PhD level course covering mathematics for social science, including Linear Algebra, Calculus, and Probability. The labs have R applications of the materials covered in the lectures and readings.

Table of Contents

Introduction to LaTeX

Introduction to R

Introduction to Linear Algebra

[Multivariate Calculus]

Functions, Boolean Logic, and Calculus

Integrals

Newton Raphson Method

Optimization

Probability: Dice, Coins, and Card Games!

Statistics & Probability Distributions

Random Variables

Hypotheses Testing