BATTestCases

A collection of test cases for BAT.jl.

struct FunnelDistribution <: Distribution{Multivariate,Continuous}

A funnel distribution (see Caldwell et al. for definition).

Constructors:

• FunnelDistribution(; a::Real = 1.0, b::Real = 0.5, n::Integer = 3)

Fields:

• a::Real: Variance of the dominant normal distribution.

• b::Real: Variance of the supporting normal distributions.

• n::Integer: Number of dimensions.

struct GaussianShell <: Distribution{Multivariate,Continuous}

Gaussian Shell (see Caldwell et al. for definition).

Constructors:

• GaussianShell(; r::Real=5, w::Real=2, n::Integer=2)

Fields:

• r::Real: The radius of the Gaussian shell distribution.

• w::Real: Variance of the Gaussian shell distribution

• n::Int64: Number of dimensions

• c::AbstractVector{<:Real}

• lognorm::AbstractFloat

MultimodalStudentT <: Distribution{Multivariate,Continuous}

The Multimodal Student-t Distribution (It's defined similarly to multimodal Cauchy defined in Caldwell et al.).

Assumes two bimodal peaks, each in its own dimension.

Constructors:

• MultimodalStudentT(; μ::Real=1, σ::Float64=0.2, ν::Integer=1, n::Integer=4)

Arguments:

• μ::Real: The location parameter used for the two bimodal peaks.
• σ::Float64: The scale parameter shared among all components.
• ν::Int: The degrees of freedom.
• n::Int: The number of dimensions.

Fields:

• bimodals::Distributions.MixtureModel

• σ::Float64

• n::Int64

• dist::Distributions.Product