Likelihood (bristlecone)

Likelihood Module

Likelihood functions to represent a variety of distributions and data types.

Function or value	Description
`bivariateGaussian key1 key2` Full Usage: `bivariateGaussian key1 key2` Parameters: key1 : `LikelihoodRequirement` key2 : `LikelihoodRequirement` Returns: `Likelihood<'u>`	Log likelihood function for dual simultaneous system, assuming Gaussian error for both x and y. Requires parameters 'σ[x]', 'σ[y]' and 'ρ' to be included in any `ModelSystem` that uses it. key1 : `LikelihoodRequirement` key2 : `LikelihoodRequirement` Returns: `Likelihood<'u>`
`gaussian key` Full Usage: `gaussian key` Parameters: key : `LikelihoodRequirement` Returns: `Likelihood<'u>`	Log likelihood function for single equation system, assuming Gaussian error for x. Requires a parameter 'σ[x]' to be included in any `ModelSystem` that uses it. key : `LikelihoodRequirement` Returns: `Likelihood<'u>`
`sumOfSquares keys` Full Usage: `sumOfSquares keys` Parameters: keys : `LikelihoodRequirement list` Returns: `Likelihood<'u>`	Residual sum of squares. Provides a simple metric of distance between observed data and model predictions. keys : `LikelihoodRequirement list` Returns: `Likelihood<'u>`