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Chapter 1 Probability
1.1.3 Disjunctions and Conjunctions of Events
1.1.4 Axioms of Probability
1.1.5 Subjective and Objective Probability
1.2 Joint and Conditional Probability
1.2.1 Joint Probability
1.2.2 Conditional Probability
1.2.3 Bayes’s Rule
1.3 Random Variables
1.3.2 Cumulative Density Function
1.3.3 Generating Values from an Arbitrary Distribution
1.3.4 Expectation of a Random Variable
1.3.5 Variance of a Random Variable
1.4 Moments and Moment Generating Functions
1.4.2 Moment Generating Functions
1.4.3 Properties of Moment Generating Functions
1.5 Standard Discrete Distributions
1.5.1 Bernoulli Distribution
1.5.2 Binomial Distribution
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