Key Sequence
Notation
New Concepts
- model and model class
- joint probability distribution
- covariance matrix
- increasing expressiveness of your model class without inventing new distributions
- model fitting
Important Results / Claims
- Procedure for Building Models
- key challenges of modeling
- transforming distributions
- independent joint probability
- MLE for Gaussian