Course Schedule

Week Date Topic Readings Videos Module Slides Assignments
1 Aug 25 Course Intro 📺 📒 🖥️
Getting Started with Quarto 📖 📺 📒 🖥️
2 Sep 1 Bar charts, histograms 📖 📖 📺 📺 📒 🖥️
Line charts, scatter plots 📖 📖 📺 📺 📒 🖥️ 📘
3 Sep 8 Downloading and manipulating data 📖 📺 📒 🖥️
Summarizing by groups 📖 📺 📒 🖥️ 📘
4 Sep 15 HW 1: Modernization theory 📖 🧮
5 Sep 22 Categorical data 📖 📺 📒 🖥️
Continuous data 📖 📺 📒 🖥️ 📘
6 Sep 29 Describing distributions 📖 📒 🖥️
Sampling and uncertainty 📖 📺 📺 📒 🖥️ 📘
7 Oct 6 Single proportion tests 📖 📒 🖥️
Differences between two groups 📖 📺 📒 🖥️ 📘
Oct 13 No Class Fall Break 🍂 🌰 🐿️
8 Oct 20 HW 2: Evaluate a claim 📖 🧮
9 Oct 27 Fitting a line to data 📖 📺 📺 📒 🖥️
Least squares regression 📖 📺 📺 📒 🖥️ 📘
10 Nov 3 Multiple linear regression 📖 📺 📒 🖥️
Dealing with outliers 📖 📖 📖 📺 📺 📒 📗 🖥️ 📘
11 Nov 10 Logistic regression 📖 📺 📺 📒 🖥️
Interpreting results 📺 📒 🖥️ 📘
12 Nov 17 Multiple predictors and interactions 📖 📺 📒 🖥️
Visualizing and communicating results 📺 📺 📒 🖥️ 📘
Nov 24 No Class Thanksgiving Break 🦃🍁🥧
13 Dec 1 HW 3: Analyzing conflict 🧮
14 Dec 8 Final project workshop 🖥️ ✍️
Final project workshop 🖥️