Package jdistlib.disttest.online

Class LordPlusPlus

java.lang.Object

jdistlib.disttest.online.LordPlusPlus

All Implemented Interfaces:

OnlineFdrController

public final class LordPlusPlus
extends Object
implements OnlineFdrController

Stateful LORD++ online-FDR controller for a prespecified hypothesis order.

The supplied finite gamma sequence is interpreted as an infinite sequence padded with zeros. It must be nonnegative, nonincreasing, and sum to at most one. The standard FDR guarantee requires independent null p-values and a monotone testing rule.

See Also:

• Ramdas et al. (2017)

Constructor Summary

Constructors

Constructor	Description
LordPlusPlus(double alpha, double initialWealth, double[] gamma)

Method Summary

Modifier and Type	Method	Description
int	getRejectionCount()	Returns the number of rejections so far.
long	getTestCount()	Returns the number of p-values processed.
void	reset()	Restores the controller to its newly constructed state.
OnlineFdrDecision	test(double pValue)	Tests the next p-value and advances the controller exactly once.

Methods inherited from class java.lang.Object

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

Constructor Details

LordPlusPlus

public LordPlusPlus(double alpha,
 double initialWealth,
 double[] gamma)

Method Details

test

public OnlineFdrDecision test(double pValue)

Description copied from interface: OnlineFdrController

Tests the next p-value and advances the controller exactly once.

Specified by:

test in interface OnlineFdrController

getTestCount

public long getTestCount()

Description copied from interface: OnlineFdrController

Returns the number of p-values processed.

Specified by:

getTestCount in interface OnlineFdrController

getRejectionCount

public int getRejectionCount()

Description copied from interface: OnlineFdrController

Returns the number of rejections so far.

Specified by:

getRejectionCount in interface OnlineFdrController

reset

public void reset()

Description copied from interface: OnlineFdrController

Restores the controller to its newly constructed state.

Specified by:

reset in interface OnlineFdrController