Part 1: Foundations: Entropy, Divergence, and Typicality
Chapter 3: Typicality
Foundational~240 min
Learning Objectives
- State and prove the asymptotic equipartition property (AEP)
- Define the typical set and characterize its size and probability
- Distinguish weak and strong typicality and know when each is needed
- State and apply the joint typicality lemma, packing lemma, and covering lemma
- Understand the method of types and Sanov's theorem at an introductory level
Sections
💬 Discussion
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