epymorph.parameter_fitting.utils.parameter_estimation

EstimateParameters

EstimateParameters(
    distribution: Distribution,
    dynamics: Dynamics | None,
    perturbation: Perturbation | None,
)

Contains the information needed to estimate a single parameter.

Attributes:

• distribution (Distribution) –

  The prior (initial) distribution for a static (time varying) parameter.

• dynamics (Dynamics) –

  The dynamics of the parameter.

distribution instance-attribute

distribution = distribution

dynamics instance-attribute

dynamics = dynamics

perturbation instance-attribute

perturbation = perturbation

TimeVarying classmethod

TimeVarying(
    distribution: Distribution,
    dynamics: Dynamics,
    perturbation: Perturbation | None = None,
)

Static classmethod

Static(
    distribution: Distribution,
    perturbation: Perturbation | None = None,
)

PropagateParams

propagate_param classmethod

propagate_param(approach: Literal['GBM'])