public void TwoSampleKolmogorovSmirnovTestConstructorTest2()
{
// The following example comes from the stats page of the College
// of Saint Benedict and Saint John's University (Kirkman, 1996).
// http://www.physics.csbsju.edu/stats/
double[] redwell =
{
23.4, 30.9, 18.8, 23.0, 21.4, 1, 24.6, 23.8, 24.1, 18.7, 16.3, 20.3,
14.9, 35.4, 21.6, 21.2, 21.0, 15.0, 15.6, 24.0, 34.6, 40.9, 30.7,
24.5, 16.6, 1, 21.7, 1, 23.6, 1, 25.7, 19.3, 46.9, 23.3, 21.8, 33.3,
24.9, 24.4, 1, 19.8, 17.2, 21.5, 25.5, 23.3, 18.6, 22.0, 29.8, 33.3,
1, 21.3, 18.6, 26.8, 19.4, 21.1, 21.2, 20.5, 19.8, 26.3, 39.3, 21.4,
22.6, 1, 35.3, 7.0, 19.3, 21.3, 10.1, 20.2, 1, 36.2, 16.7, 21.1, 39.1,
19.9, 32.1, 23.1, 21.8, 30.4, 19.62, 15.5
};
double[] whitney =
{
16.5, 1, 22.6, 25.3, 23.7, 1, 23.3, 23.9, 16.2, 23.0, 21.6, 10.8, 12.2,
23.6, 10.1, 24.4, 16.4, 11.7, 17.7, 34.3, 24.3, 18.7, 27.5, 25.8, 22.5,
14.2, 21.7, 1, 31.2, 13.8, 29.7, 23.1, 26.1, 25.1, 23.4, 21.7, 24.4, 13.2,
22.1, 26.7, 22.7, 1, 18.2, 28.7, 29.1, 27.4, 22.3, 13.2, 22.5, 25.0, 1,
6.6, 23.7, 23.5, 17.3, 24.6, 27.8, 29.7, 25.3, 19.9, 18.2, 26.2, 20.4,
23.3, 26.7, 26.0, 1, 25.1, 33.1, 35.0, 25.3, 23.6, 23.2, 20.2, 24.7, 22.6,
39.1, 26.5, 22.7
};
// Create a non-parametric Kolmogorov-Smirnov's test
var twoTail = new TwoSampleKolmogorovSmirnovTest(redwell, whitney,
alternate: TwoSampleKolmogorovSmirnovTestHypothesis.SamplesDistributionsAreUnequal);
var oneTailGreater = new TwoSampleKolmogorovSmirnovTest(redwell, whitney,
alternate: TwoSampleKolmogorovSmirnovTestHypothesis.FirstSampleIsLargerThanSecond);
var oneTailLesser = new TwoSampleKolmogorovSmirnovTest(redwell, whitney,
alternate: TwoSampleKolmogorovSmirnovTestHypothesis.FirstSampleIsSmallerThanSecond);
Assert.AreEqual(0.2204113924050633, twoTail.Statistic, 1e-10);
Assert.AreEqual(0.2204113924050633, oneTailGreater.Statistic, 1e-10);
Assert.AreEqual(0.1242088607594936, oneTailLesser.Statistic, 1e-10);
Assert.AreEqual(0.03463090913864153, twoTail.PValue, 1e-10);
Assert.AreEqual(0.0177488245823226, oneTailGreater.PValue, 1e-10);
Assert.AreEqual(0.270697775095498, oneTailLesser.PValue, 1e-10);
}
