Statistical Distributions

Simulation requires three essential ingredients:

Simulation

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Model

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Randomness

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Repetition

To move beyond uniform random numbers, we must understand how probability distributions describe random variables and how we can simulate from them.

This chapter develops the mathematical and computational foundations needed for:

• Simulating discrete and continuous distributions
• Understanding dependence
• Constructing simulation algorithms

Let’s get into it.