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Student-T Latent Model's copula policy.

Describes the copula of a set of normalized Student-T independent random factors to be fed into the latent variable model. The latent model requires the independent variables to be of unit variance so the policy expects the factors coefficients to be as usual and the T variables to be normalized, the normalization is performed by the policy. To normalize the random variables they are divided by the square root of the variance of each T ($ \frac{\nu}{\nu-2}$)

Hierarchy

  • TCopulaPolicy

Index

Properties

Private _distributions

_distributions: students_t_distribution[] = []

Private _latentVarsCumul

_latentVarsCumul: CumulativeBehrensFisher[] = []

Private _latentVarsInverters

_latentVarsInverters: InverseCumulativeBehrensFisher[] = []

Private _varianceFactors

_varianceFactors: Real[] = []

Methods

allFactorCumulInverter

  • allFactorCumulInverter(probs: Real[]): Real[]
  • Parameters

    Returns Real[]

cumulativeY

  • Parameters

    Returns Probability

cumulativeZ

  • Parameters

    Returns Probability

density

  • Parameters

    Returns Probability

getInitTraits

  • getInitTraits(): any
  • Returns any

init

  • Parameters

    • Default value factorWeights: Real[][] = [[]]
    • Default value vals: initTraits = new TCopulaPolicy.initTraits()

    Returns TCopulaPolicy

inverseCumulativeDensity

  • Parameters

    Returns Real

inverseCumulativeY

  • Parameters

    Returns Real

inverseCumulativeZ

  • Parameters

    Returns Real

numFactors

  • numFactors(): Size
  • Returns Size

varianceFactors

  • varianceFactors(): Real[]
  • Returns Real[]