Asymptotic inference tools for convergence, approximation, and large-sample estimator behavior.
Notes
| Area | Note | Status |
|---|---|---|
| Asymptotics | Law of Large Numbers | draft |
| Asymptotics | Delta Method | draft |
Learning Use
- Use LLN to reason about sample averages and consistency.
- Use the delta method for nonlinear transformations of asymptotically normal estimators.
- Prepare for estimation theory and statistical learning generalization arguments.