Package jdistlib.disttest

Class DiscreteFdr

java.lang.Object

jdistlib.disttest.DiscreteFdr

public final class DiscreteFdr
extends Object

FDR procedures that exploit known heterogeneous discrete null CDFs.

Nested Class Summary

Nested Classes

Modifier and Type	Class	Description
static final class	DiscreteFdr.Result	Rejection decisions and level-dependent DBH critical values.

Method Summary

Modifier and Type	Method	Description
static DiscreteFdr.Result	dbhStepDown(double[] pValues, DiscretePValueDistribution[] nullDistributions, double level)	Runs the DBH step-down procedure of Döhler, Durand, and Roquain.
static DiscreteFdr.Result	dbhStepUp(double[] pValues, DiscretePValueDistribution[] nullDistributions, double level)	Runs the DBH step-up procedure of Döhler, Durand, and Roquain.

Methods inherited from class java.lang.Object

clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Method Details

dbhStepDown

public static DiscreteFdr.Result dbhStepDown(double[] pValues,
 DiscretePValueDistribution[] nullDistributions,
 double level)

Runs the DBH step-down procedure of Döhler, Durand, and Roquain. Its finite-sample FDR guarantee requires independent p-values.

dbhStepUp

public static DiscreteFdr.Result dbhStepUp(double[] pValues,
 DiscretePValueDistribution[] nullDistributions,
 double level)

Runs the DBH step-up procedure of Döhler, Durand, and Roquain. Its finite-sample FDR guarantee requires independent p-values.