Internal (bristlecone)

Internal Module

Namespace: Bristlecone.ModelLibrary
Assembly: Bristlecone.dll
Parent Module: NegLogLikelihood

Functions and values

Function or value	Description
`bivariateGaussian key1 key2 sigmax sigmay rho` Full Usage: `bivariateGaussian key1 key2 sigmax sigmay rho` Parameters: key1 : `ObsForLikelihood<'ux>` key2 : `ObsForLikelihood<'uy>` sigmax : `IncludedParameter<'ux>` sigmay : `IncludedParameter<'uy>` rho : `IncludedParameter<MeasureOne>` Returns: `Likelihood<'state>`	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 defined and passed as arguments. key1 : `ObsForLikelihood<'ux>` key2 : `ObsForLikelihood<'uy>` sigmax : `IncludedParameter<'ux>` sigmay : `IncludedParameter<'uy>` rho : `IncludedParameter<MeasureOne>` Returns: `Likelihood<'state>`
`gaussian key sigmax` Full Usage: `gaussian key sigmax` Parameters: key : `ObsForLikelihood<'s>` sigmax : `IncludedParameter<'s>` Returns: `Likelihood<'state>`	Log likelihood function for single equation system, assuming constant (homoscedastic) Gaussian error for x. Requires a parameter 'σ[x]' to be included in any `ModelSystem` that uses it. key : `ObsForLikelihood<'s>` sigmax : `IncludedParameter<'s>` Returns: `Likelihood<'state>`
`logGaussian key sigma` Full Usage: `logGaussian key sigma` Parameters: key : `ObsForLikelihood<MeasureOne>` sigma : `IncludedParameter<MeasureOne>` Returns: `Likelihood<'state>`	key : `ObsForLikelihood<MeasureOne>` sigma : `IncludedParameter<MeasureOne>` Returns: `Likelihood<'state>`
`sumOfSquares keys` Full Usage: `sumOfSquares keys` Parameters: keys : `ObsForLikelihood<'s> list` Returns: `Likelihood<'state>`	Residual sum of squares. Provides a simple metric of distance between observed data and model predictions. keys : `ObsForLikelihood<'s> list` Returns: `Likelihood<'state>`