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HiddenStarModel

class HiddenStarModel<Parameter, Point, Observation> < StarModel<Parameter, Point>

Hidden star model.

The joint distribution is:

Typically the are observed, although they need not be.

Graphical model depicting HiddenStarModel.

A model inheriting from HiddenStarModel overrides the parameter, point, and observation member fibers to specify the individual components of the joint distribution.

Member Variables

Name Description
y:Vector<Observation> Observations.

Member Functions

Name Description
step Step.

Member Fibers

Name Description
observation Observation model.

Member Function Details

step

function step() -> Real

Step. Simulates the next point and observation.

Member Fiber Details

observation

fiber observation(y:Observation, x:Point, θ:Parameter) -> Event

Observation model.

  • y: The observation, to be set.
  • x: The point.
  • θ: The parameters.