Class MannWhitneyUTest.Result
- java.lang.Object
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- org.apache.commons.statistics.inference.MannWhitneyUTest.Result
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- All Implemented Interfaces:
SignificanceResult
- Enclosing class:
- MannWhitneyUTest
public static final class MannWhitneyUTest.Result extends Object
Result for the Mann-Whitney U test.This class is immutable.
- Since:
- 1.1
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Method Summary
All Methods Instance Methods Concrete Methods Modifier and Type Method Description double
getPValue()
Returns the test statistic p-value.double
getStatistic()
Returns the test statistic.boolean
hasTiedValues()
Returntrue
if the data had tied values.-
Methods inherited from class java.lang.Object
clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait
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Methods inherited from interface org.apache.commons.statistics.inference.SignificanceResult
reject
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Method Detail
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getStatistic
public double getStatistic()
Returns the test statistic.This is the U1 statistic. Compute the U2 statistic using the original sample lengths
n
andm
using:u2 = (long) n * m - u1;
- Specified by:
getStatistic
in interfaceSignificanceResult
- Returns:
- the statistic
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hasTiedValues
public boolean hasTiedValues()
Returntrue
if the data had tied values.Note: The exact computation cannot be used when there are tied values.
- Returns:
true
if there were tied values
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getPValue
public double getPValue()
Description copied from interface:SignificanceResult
Returns the test statistic p-value.The number returned is the smallest significance level at which one can reject the null hypothesis.
- Specified by:
getPValue
in interfaceSignificanceResult
- Returns:
- the p-value
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