Course Schedule
This page displays an outline of the topics, content, and assignments for the term. Each module starts on a Monday. There are no assignments due on Sundays.
| Module | Date | Topic | Readings | Reference | Slides | Videos | Assignments |
|---|---|---|---|---|---|---|---|
| 1.1 | Jan 13 | Course Intro | 🖥️ | 🖥️ | |||
| 1.2 | Getting Started with Quarto | 📖 | 🖥️ | 🖥️ | |||
| 2.1 | Jan 20 | Bar charts, histograms | 📖 📖 | 🖥️ | 🖥️ 🖥️ | ||
| 2.2 | Line charts, scatter plots | 📖 📖 | 🖥️ | 🖥️ 🖥️ | 📘 | ||
| 3.1 | Jan 26 | Downloading and manipulating data | 📖 | 🖥️ | 🖥️ | ||
| 3.2 | Summarizing by groups | 📖 | 🖥️ | 🖥️ | 📘 | ||
| 4.1 | Feb 3 | Data viz recap | 🖥️ | ||||
| 4.2 | Homework 1: Visualize modernization theory | 📖 | 🧮 | ||||
| 5.1 | Feb 10 | Research Design | 📖 | 🖥️ | |||
| 5.2 | Distributions | 📖 | 🖥️ | 📘 | |||
| 6.1 | Feb 17 | Uncertainty and sampling distributions | 📖 | 🖥️ | 🖥️ | ||
| 6.2 | Using a bootstrap to generate confidence intervals | 📖 | 🖥️ | 🖥️ | 📘 | ||
| 7.1 | Feb 24 | Hypothesis testing | 📖 | 🖥️ | 🖥️ | ||
| 7.2 | Homework 2: Evaluate a claim | 📖 | 🖥️ | 🖥️ | 🧮 | ||
| 8.1 | Mar 3 | Models and their uses | 🖥️ | 🖥️ | |||
| 8.2 | Linear regression | 📖 | 🖥️ | 🖥️ | 📘 | ||
| Mar 10 | No Class | Spring Break | ☀️🌴🏄 | ||||
| 9.1 | Mar 17 | Multiple regression | 📖 | 🖥️ | 🖥️ | ||
| 9.2 | Regression tables | 📖 | 🖥️ | 🖥️ | 📘 | ||
| 10.1 | Mar 24 | Logistic regression | 📖 | 🖥️ | 🖥️ | ||
| 10.2 | Prediction | 📖 | 🖥️ | 🖥️ | 📘 | ||
| 11.1 | Mar 31 | Causal inference | |||||
| 11.2 | Exercise 3–Analyzing conflict | 🧮 | |||||
| 12.1 | Apr 7 | Advanced Quarto | 🖥️ | 🖥️ | |||
| 12.2 | Final project workshop | 🖥️ | 🖥️ | ✍️ | |||
| 13 | Apr 14 | Final project presentations | |||||
| 14 | Apr 21 | Final project presentations |