foehnix.Foehnix.unreg_fit

Foehnix.unreg_fit(y, logitx, control)[source]

Fitting unregularized foehnix Mixture Model with Concomitant Model.

Parameters:
y : numpy.ndarray

Covariate for the components of the mixture model

logitx : dict

Covariats for the concomitant model Must contain:

  • 'values' : pandas.DataFrame the model matrix
  • 'center' : pandas.Series, containing the mean of each model matrix row
  • 'scale' : Series, containing the standard deviation of matrix rows
  • 'is_standardized': boolean if matrix is standardized
control : foehnix.foehnix.Control

Foehnix control object