econ311 – Alexander Cardazzi

Econ 311

Analytical Tools for Economists (formerly: Economics, Causality, and Analytics)

Course Information

Syllabus (file)
Course Data (link)
Final Project(file | template)

Module 1: Foundations

Module 1.1: Types of Data (notes)
Module 1.2: Downloading R (notes)
Module 1.3: Using R (notes)
Homework 1.1(file | template)

Module 2: One Y Variable

Module 2.1: Central Tendency (notes)
Module 2.2: Dispersion (notes)
Module 2.3: Distributions (notes)
Module 2.4: Functions and Loops (notes)
Module 2.5: Hypothesis Testing (notes)
Homework 2.1(file | template)
Homework 2.2(file | template)

Module 3: One X Variable

Module 3.1: Correlation (notes)
Module 3.2: Linear Regression (notes)
Module 3.3: OLS in R (notes)
Homework 3.1(file | template)

Module 4: Many X Variables

Module 4.1: Multiple Regressors (notes)
Module 4.2: Choosing Regressors (notes)
Module 4.3: Binary Variables and Interactions (notes)
Module 4.4: Categorical Variables (notes)
Module 4.5: Fixed Effects (notes)
Homework 4.1(file | template)

Module 5: Special Topics in R

Module 5.1: fixest(notes)
Homework 5.1(file | template)