Convergence and limit theorem notes for understanding asymptotic behavior in statistical learning.
Notes
| Area | Note | Status |
|---|---|---|
| Inequality | Chebyshev Inequality | draft |
| Convergence | Convergence of Random Variables | draft |
| Limit theorem | Central Limit Theorem | draft |
Statistical Learning Use
- Approximation of empirical averages.
- Asymptotic behavior of estimators.
- Probability bounds used in learning theory.