Standard syllabus
Econometrics · Undergraduate · Economics
Learning objectives from the Econometrics syllabus, grouped by unit. Click an objective for study materials.
Learning objectives
Click an objective for study materials.
Regression foundations
- Probability and statistics review for econometrics — Probability and statistics review for econometrics
- Simple and multiple linear regression — Simple and multiple linear regression
- Gauss–Markov assumptions and OLS properties — Gauss–Markov assumptions and OLS properties
- Hypothesis tests and confidence intervals — Hypothesis tests and confidence intervals
- Functional form, dummy variables, and interactions — Functional form, dummy variables, and interactions
Violations and extensions
- Heteroskedasticity and robust SEs — Heteroskedasticity and robust SEs
- Autocorrelation (intro) — Autocorrelation (intro)
- Multicollinearity diagnostics — Multicollinearity diagnostics
- Omitted variables and measurement error — Omitted variables and measurement error
- Limited dependent variables survey (logit/probit intro) — Limited dependent variables survey (logit/probit intro)
Causal inference intro
- Potential outcomes language — Potential outcomes language
- Randomized experiments as gold standard — Randomized experiments as gold standard
- Matching and selection-on-observables (survey) — Matching and selection-on-observables (survey)
- Instrumental variables intuition — Instrumental variables intuition
- Difference-in-differences intro — Difference-in-differences intro
What each unit includes
Open a unit below for full materials. Typical resources:
- Study guide
- Exam Strategy
- Common Mistakes
- Worksheets
- Word problems
- Mixed Practice
- Multi-Unit Problems
- Review
- Practice test
- Answer key
Study units
Each unit includes a study guide, worksheets, review, practice test, and answer key. One unit is free; subscribe for the full class.
- Regression foundations
Probability and statistics review for econometrics
Coming soon - Violations and extensions
Heteroskedasticity and robust SEs
Coming soon - Causal inference intro
Potential outcomes language
Coming soon
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$1,162 · Econometrics · 18 tutoring hrs
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