Distribution notes for transformations, parametric families, and likelihood-based modeling.
Notes
| Area | Note | Status |
|---|---|---|
| Exponential family | Exponential Family | draft |
| Transformation | Change of Variables for Probability Distributions | draft |
Statistical Learning Use
- Exponential-family likelihoods behind GLMs and probabilistic classifiers.
- Change-of-variable reasoning for transformed features and generated variables.