Course downloads
Keep the slides and worked material beside your own notes.
For an offline lesson, extract its ZIP and open the HTML file. Slides, equations and recorded narration are included.
Download all slide PDFs · Download all Stata examples and matching data
Further applications: Variance diagnostics and WLS · Ridge/lasso prediction · Head Start lesson’s simulation and DR DiD example · Controlled IV and weak-robust test · Independent-practice worked reference · Technical calculations and diagnostics · Matching technical output. Matching CSV files and actual outputs are included in the Stata ZIP.
Introductory coefficient-only displays: Stata do-file · Actual output.
| Lesson | Slides | Explanation | Reproduce |
|---|---|---|---|
| 01. Economic questions, data and causal reasoning | Slides PDF Offline lesson | Transcript · Text · Audio | Stata · Output |
| 02. Simple regression: estimation, units and fit | Slides PDF Offline lesson | Transcript · Text · Audio | Stata · Output |
| 03. Multiple regression: estimation and omitted variables | Slides PDF Offline lesson | Transcript · Text · Audio | Stata · Output |
| 04. Multiple regression: OLS properties and partialling out | Slides PDF Offline lesson | Transcript · Text · Audio | Stata · Output |
| 05. Multiple regression: statistical inference | Slides PDF Offline lesson | Transcript · Text · Audio | Stata · Output |
| 06. OLS asymptotics | Slides PDF Offline lesson | Transcript · Text · Audio | Stata · Output |
| 07. Functional form, indicators and prediction | Slides PDF Offline lesson | Transcript · Text · Audio | Stata · Output |
| 08. Heteroskedasticity and imperfect data | Slides PDF Offline lesson | Transcript · Text · Audio | Stata · Output |
| 09. Time series: basic regression and distributed lags | Slides PDF Offline lesson | Transcript · Text · Audio | Stata · Output |
| 10. Time series: functional form, indexes and calendar patterns | Slides PDF Offline lesson | Transcript · Text · Audio | Stata · Output |
| 11. Time series: stationarity, persistence and dynamic completeness | Slides PDF Offline lesson | Transcript · Text · Audio | Stata · Output |
| 12. Time series: serial correlation and diagnostics | Slides PDF Offline lesson | Transcript · Text · Audio | Stata · Output |
| 13. Time series: corrections, heteroskedasticity and responses | Slides PDF Offline lesson | Transcript · Text · Audio | Stata · Output |
| 14. Panel methods, DiD and instrumental variables | Slides PDF Offline lesson | Transcript · Text · Audio | Stata · Output |
| 15. Binary response: logit, probit and interpretation | Slides PDF Offline lesson | Transcript · Text · Audio | Stata · Output |
Practice questions and worked explanations · Dataset definitions and reproducibility