RankedMixture

data class RankedMixture(val candidate: MixtureCandidate, val criterionValue: MixtureCriterionValue)(source)

One evaluated candidate: the assembled mixture and its criterion value.

Parameters

candidate

the assembled mixture

criterionValue

the value of the criterion used to rank it

Constructors

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constructor(candidate: MixtureCandidate, criterionValue: MixtureCriterionValue)

Properties

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The fit as an ordinary continuous distribution.

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A short description of the fitted mixture, component by component.

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The number of free parameters charged by the information criteria, which the goodness-of-fit tests need in order to adjust their degrees of freedom.

Functions

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The four diagnostic plots the library draws for any fitted distribution: density against the data, a QQ plot, an ECDF comparison, and a PP plot.

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The usual goodness-of-fit tests — Anderson–Darling, Cramér–von Mises and Kolmogorov–Smirnov, with their p-values — applied to the fitted mixture.