KSLCore/ksl.utilities.distributions.fitting.mixture.search

Package-level declarations

Types

class ExhaustiveProductSelector(val maxMixtures: Int = defaultMaxMixtures) : FamilySelectorIfc

Evaluates every combination of per-group families and keeps the best by the observed-data criterion.

data class FamilySelectionResult(val candidate: MixtureCandidate?, val criterionValue: Double, val numMixturesEvaluated: Int, val numCandidatesConsidered: Int, val wasCapped: Boolean)

What a selector produced, with the work it took to produce it.

Chooses one component family per group, given the families that fitted each group.

Chooses each group's family independently, by the largest penalized log-likelihood on that group alone.