Course Overview · Topic List

Applied Causal Inference with SAS

Identification strategies, treatment effects, and the regression toolkit that underpins them — taught entirely in SAS. Every topic has three surfaces: an interactive 3D lecture you watch, a narrated walkthrough that walks you through the SAS demo, and a hands-on practical where you run + edit the SAS code yourself.

📚 8 topics 🎬 3 surfaces / topic · 24 lessons total 💻 SAS-based · LaLonde NSW + CPS data 🤖 AI Tutor on every page

Topic list

Click any READY surface to open it; COMING SOON surfaces are placeholders that show the planned structure.
Three surfaces per topic: 🎬 Lecture — watch (3D + audio)· 🎤 Walkthrough — see the demo· 💻 Practical — run the SAS code yourself   READY COMING SOON

Master plan: replicate the blueprint of Topic 1 → Interactive 3D Lecture across every topic + every surface. Each topic's lessons live under /courses/causal-inference-sas/{lectures,practicals}/. AI Tutor pill (bottom-right) is course-aware.