public void TestDetect()
{
var detector = new GrubbsTestOutlierDetector(0.05);
var values = new double[] { 3.2, 3.3, 8.1, 3.2, 2.9, 3.7, 3.1, 3.5, 3.3, 9.2 };
var outliers = detector.Detect(values);
Assert.AreEqual(0, outliers.Count);
values = new double[] { 3.2, 3.3, 3.2, 2.9, 3.7, 3.1, 3.5, 3.3, 9.2 };
outliers = detector.Detect(values);
Assert.AreEqual(1, outliers.Count);
Assert.AreEqual(9.2, values[outliers[0]], 0.1);
}
public void TestGetProbability()
{
var ps = GrubbsTestOutlierDetector.GetProbability(values1);
Assert.AreEqual(6.26, ps[0], 0.01);
}
