mixtureDoubts

fun ReportBuilder.mixtureDoubts(results: MixtureModelingResults, heldOut: DoubleArray? = null, title: String = "What should make you doubt this")(source)

What should make a reader doubt the recommendation.

Not optional, and placed after the recommendation rather than in a footnote. Measured across a designed experiment, this method recovers the density of a mixture well and its component structure poorly, so a report that presents the structure without its caveats invites a conclusion the evidence does not support.

Parameters

results

the modeling results

heldOut

observations the fit has not seen. When supplied, the share the fit cannot account for is reported, which is the strongest check available without a known truth.

title

the section title