NegLogLikelihood (bristlecone) | bristlecone

bristlecone

NegLogLikelihood Module

Namespace: Bristlecone.ModelLibrary
Assembly: Bristlecone.dll

Negative log likelihood (-logL) functions to represent a variety of distributions and data types.

Nested modules

Modules	Description
Internal
Variance	Functions representing how variance is handled within likelihood functions.

Functions and values

Function or value	Description
`BivariateNormal key1 key2 sigmax sigmay rho` Full Usage: `BivariateNormal key1 key2 sigmax sigmay rho` Parameters: key1 : `ObsForLikelihood<'u>` key2 : `ObsForLikelihood<'v>` sigmax : `IncludedParameter<'u>` sigmay : `IncludedParameter<'v>` rho : `IncludedParameter<MeasureOne>` Returns: `Likelihood<'w>`	key1 : `ObsForLikelihood<'u>` key2 : `ObsForLikelihood<'v>` sigmax : `IncludedParameter<'u>` sigmay : `IncludedParameter<'v>` rho : `IncludedParameter<MeasureOne>` Returns: `Likelihood<'w>`
`LogNormal obs sigma` Full Usage: `LogNormal obs sigma` Parameters: obs : `ObsForLikelihood<MeasureOne>` sigma : `IncludedParameter<MeasureOne>` Returns: `Likelihood<'u>`	obs : `ObsForLikelihood<MeasureOne>` sigma : `IncludedParameter<MeasureOne>` Returns: `Likelihood<'u>`
`Normal obs sigma` Full Usage: `Normal obs sigma` Parameters: obs : `ObsForLikelihood<'u>` sigma : `IncludedParameter<'u>` Returns: `Likelihood<'v>`	obs : `ObsForLikelihood<'u>` sigma : `IncludedParameter<'u>` Returns: `Likelihood<'v>`
`NormalWithVariance obs varianceFn` Full Usage: `NormalWithVariance obs varianceFn` Parameters: obs : `ObsForLikelihood<'u>` varianceFn : `VarianceFunction<'u, 'u>` Returns: `Likelihood<'v>`	obs : `ObsForLikelihood<'u>` varianceFn : `VarianceFunction<'u, 'u>` Returns: `Likelihood<'v>`
`SumOfSquares obs` Full Usage: `SumOfSquares obs` Parameters: obs : `ObsForLikelihood<'u> list` Returns: `Likelihood<'v>`	obs : `ObsForLikelihood<'u> list` Returns: `Likelihood<'v>`