توزیع | | | تابع پارامتر معکوس | | | | |
Bernoulli distribution | p | | | | | | |
binomial distribution with known number of trials n | p | | | | | | |
Poisson distribution | λ | | | | | | |
negative binomial distribution with known number of failures r | p | | | | | | |
exponential distribution | λ | | | | | | |
Pareto distribution with known minimum value xm | α | | | | | | |
Weibull distribution with known shape k | λ | | | | | | |
Laplace distribution with known mean μ | b | | | | | | |
chi-squared distribution | ν | | | | | | |
normal distribution known variance | μ | | | | | | |
normal distribution | μ,σ2 | | | | | | |
lognormal distribution | μ,σ2 | | | | | | |
inverse Gaussian distribution | μ,λ | | | | | | |
gamma distribution | α,β | | | | | | |
k, θ | | | |
inverse gamma distribution | α,β | | | | | | |
scaled inverse chi-squared distribution | ν,σ2 | | | | | | |
beta distribution | α,β | | | | | | |
multivariate normal distribution | μ,Σ | | | | | | |
categorical distribution | p1,...,pk
where | |
where | | - is the Iverson bracket (1 if , 0 otherwise).
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categorical distribution | p1,...,pk
where | | where | | - is the Iverson bracket (1 if , 0 otherwise).
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categorical distribution | p1,...,pk
where |
|
| | - is the Iverson bracket (1 if , 0 otherwise).
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multinomial distribution with known number of trials n | p1,...,pk
where | |
where | | | | |
multinomial distribution with known number of trials n | p1,...,pk
where | | where | | | | |
multinomial distribution with known number of trials n | p1,...,pk
where |
|
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Dirichlet distribution | α1,...,αk | | | | | | |
Wishart distribution | V,n | | | | | | |
inverse Wishart distribution | Ψ,m | | | |
normal-gamma distribution | α,β,μ,λ | | | | | | |