Probability Distributions as Tools to Simulate Data

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Author

Isaac Vock

Published

February 4, 2025

Intro

Two types of Distributions

Continuous Distributions

Normal distribution

Uniform distribution

Exponential distribution

Gamma distribution

Log-Normal distribution

Chi-square distribution

Student-t distribution

Discrete distributions

Binomial distribution

Poisson distribution

Negative Binomial distribution

Mulitnomial distribution

Geometric distribution

Hypergeometric distribution