# Information theory and statistics

### From Webresearch

- Method of Types
- Sanov's Theorem

- Large Deviations Theory

- Hypothesis Testing
- Decentralized Detection
- Likelihood Ratio Test
- Neyman-Pearson Lemma

- Conditional Limit Theorem

- Applications in probability
- Concentration of measure (tensorization of the entropy)

- Connections to Machine Learning