mesmer.distrib.ProbabilityIntegralTransform

class mesmer.distrib.ProbabilityIntegralTransform(distrib_orig, distrib_targ)

__init__(distrib_orig, distrib_targ)

Probability integral transform of the data from its original distribution into its equivalent in the target distribution.

Parameters:

• distrib_orig (ConditionalDistribution) – original distribution

• distrib_targ (ConditionalDistribution) – target distribution, the distribution to which the data should be transformed

Methods

__init__(distrib_orig, distrib_targ)	Probability integral transform of the data from its original distribution into its equivalent in the target distribution.
transform(data, target_name[, preds_orig, ...])	Probability integral transform data given coefficients for the expression of a conditional distribution.