Continuous#

AsymmetricLaplace(name, *args[, rng, dims, ...])

Asymmetric-Laplace log-likelihood.

Beta(name, *args[, rng, dims, initval, ...])

Beta log-likelihood.

Cauchy(name, *args[, rng, dims, initval, ...])

Cauchy log-likelihood.

ChiSquared(name, nu, **kwargs)

\(\chi^2\) log-likelihood.

ExGaussian(name, *args[, rng, dims, ...])

Exponentially modified Gaussian log-likelihood.

Exponential(name, *args[, rng, dims, ...])

Exponential log-likelihood.

Flat(*args, **kwargs)

Uninformative log-likelihood that returns 0 regardless of the passed value.

Gamma(name, *args[, rng, dims, initval, ...])

Gamma log-likelihood.

Gumbel(name, *args[, rng, dims, initval, ...])

Univariate right-skewed Gumbel log-likelihood.

HalfCauchy(name, *args[, rng, dims, ...])

Half-Cauchy log-likelihood.

HalfFlat(*args, **kwargs)

Improper flat prior over the positive reals.

HalfNormal(name, *args[, rng, dims, ...])

Half-normal log-likelihood.

HalfStudentT(name, *args[, rng, dims, ...])

Half Student's T log-likelihood.

Interpolated(name, *args[, rng, dims, ...])

Univariate probability distribution defined as a linear interpolation of probability density function evaluated on some lattice of points.

InverseGamma(name, *args[, rng, dims, ...])

Inverse gamma log-likelihood, the reciprocal of the gamma distribution.

Kumaraswamy(name, *args[, rng, dims, ...])

Kumaraswamy log-likelihood.

Laplace(name, *args[, rng, dims, initval, ...])

Laplace log-likelihood.

Logistic(name, *args[, rng, dims, initval, ...])

Logistic log-likelihood.

LogitNormal(name, *args[, rng, dims, ...])

Logit-Normal log-likelihood.

LogNormal(name, *args[, rng, dims, initval, ...])

Log-normal log-likelihood.

Moyal(name, *args[, rng, dims, initval, ...])

Moyal log-likelihood.

Normal(name, *args[, rng, dims, initval, ...])

Univariate normal log-likelihood.

Pareto(name, *args[, rng, dims, initval, ...])

Pareto log-likelihood.

PolyaGamma(name, *args[, rng, dims, ...])

The Polya-Gamma distribution.

Rice(name, *args[, rng, dims, initval, ...])

Rice distribution.

SkewNormal(name, *args[, rng, dims, ...])

Univariate skew-normal log-likelihood.

SkewStudentT(name, *args[, rng, dims, ...])

Skewed Student's T distribution log-likelihood.

StudentT(name, *args[, rng, dims, initval, ...])

Student's T log-likelihood.

Triangular(name, *args[, rng, dims, ...])

Continuous Triangular log-likelihood.

TruncatedNormal(name, *args[, rng, dims, ...])

Univariate truncated normal log-likelihood.

Uniform(name, *args[, rng, dims, initval, ...])

Continuous uniform log-likelihood.

VonMises(name, *args[, rng, dims, initval, ...])

Univariate VonMises log-likelihood.

Wald(name, *args[, rng, dims, initval, ...])

Wald log-likelihood.

Weibull(name, *args[, rng, dims, initval, ...])

Weibull log-likelihood.