KSLCore/ksl.utilities.statistic/MultipleComparisonAnalyzer/Companion

Companion

object Companion(source)

Functions

checkLengths

fun checkLengths(dataMap: Map<String, DoubleArray>): Boolean

Checks if each double[] in the map has the same length

computeDifference

fun computeDifference(f: DoubleArray, s: DoubleArray): DoubleArray

A helper method to compute the difference between the two arrays

create

fun create(dataMap: Map<String, List<Double>>, responseName: String? = null): MultipleComparisonAnalyzer

Creates multiple comparison analyzer from the supplied data.

mvtQuantile

fun mvtQuantile(level: Double, dof: Int, nDim: Int): Double

The quantile from a multi-variate t-distribution with common correlation of 0.5. This is table look-up for values of Table B.3 from Bechhofer, Santner, and Goldsman (1995) "Design and Analysis of Experiments for Statistical Selection, Screening, and Multiple Comparisons"

mvtQuantile90

fun mvtQuantile90(dof: Int, nDim: Int): Double

mvtQuantile95

fun mvtQuantile95(dof: Int, nDim: Int): Double

mvtQuantile99

fun mvtQuantile99(dof: Int, nDim: Int): Double

qtukey

fun qtukey(p: Double, nMeans: Double, dof: Double): Double

rinottConstant

fun rinottConstant(numTreatments: Int, pStar: Double, dof: Int): Double

Calculates Rinott constants as per Table 2.13 of Bechhofer et al.