Cryptography, Information Theory, and Error-Correction. Aiden A. Bruen
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Part II: Mainly Information Theory
Chapter 9: Information Theory and its Applications
9.1 Axioms, Physics, Computation
9.2 Entropy
9.3 Information Gained, Cryptography
9.4 Practical Applications of Information Theory
9.5 Information Theory and Physics
9.6 Axiomatics of Information Theory
9.7 Number Bases, Erdös and the Hand of God
9.8 Weighing Problems and Your MBA
9.9 Shannon Bits, the Big Picture
Chapter 10: Random Variables and Entropy
10.1 Random Variables
10.2 Mathematics of Entropy
10.3 Calculating Entropy
10.4 Conditional Probability
10.5 Bernoulli Trials
10.6 Typical Sequences
10.7 Law of Large Numbers
10.8 Joint and Conditional Entropy
10.9 Applications of Entropy
10.10