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Mathematics · L4 · Probability distribution family tree

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Probability distribution family tree: discrete vs continuous, with parameter relationships.

by @openstemUpdated Mathematics
Probability DistributionsDiscreteContinuousBernoullip = success probabilityBinomial B(n,p)n independent Bernoulli trialsPoisson(λ)rare events, mean=variance=λGeometric(p)trials until first successNormal N(μ,σ²)bell curve, CLTStandard Normal ZN(0,1)Exponential(λ)time between Poisson eventsBeta(α,β)prior for probabilities [0,1]t-distributionsmall-sample inference

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