Probability Distribution

Creator

Creator

Seonglae Cho

Created

Created

2021 Apr 1 6:21

Editor

Editor

Seonglae Cho

Edited

Edited

2024 Oct 22 23:54

Refs

Refs

Joint Distribution

Distribution

Tilda ~ is used in that way means “is distributed as”

Two rules

Distributions

Uniform distribution

Normal distribution

Bernoulli Distribution

Poisson distribution

Binomial Distribution

Beta Distribution

Empirical Distribution

Gamma Distribution

Normal Gamma Distribution

Dirichlet distribution

Hypergeometric Distribution

Multinomial Distribution

Categorical distribution

Distributions Notion

Conjugate Distribution

Heteroskedasticity

Multicollinearity

Endogeneity

Covariate shift

Distribution Sampling

Transforming Measurement Data Distributions

Transforming Categorical Data Distributions into Frequencies, Proportions, Marginals

Probability distribution metrics

Expectation value

Concentration Matrix

Why are probability distributions denoted with a tilde?

What is the meaning of the tilde when specifying probability distributions? For example: $$Z \sim \mbox{Normal}(0,1).$$

Why are probability distributions denoted with a tilde?

https://stats.stackexchange.com/questions/41306/why-are-probability-distributions-denoted-with-a-tilde

Why are probability distributions denoted with a tilde?

Probability distribution - Wikipedia

In probability theory and statistics, a probability distribution is the mathematical function that gives the probabilities of occurrence of different possible outcomes for an experiment. It is a mathematical description of a random phenomenon in terms of its sample space and the probabilities of events (subsets of the sample space).

Probability distribution - Wikipedia

https://en.wikipedia.org/wiki/Probability_distribution

Probability distribution - Wikipedia

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