public void TestCORREL()
{
var stat = new BaseStatisticsBean();
Assert.AreEqual(double.NaN, stat.Correlation);
Assert.AreEqual(0, stat.N);
stat.AddPoint(1, 10);
Assert.AreEqual(double.NaN, stat.Correlation);
Assert.AreEqual(1, stat.N);
stat.AddPoint(2, 20);
Assert.AreEqual(1d, stat.Correlation);
Assert.AreEqual(2, stat.N);
stat.AddPoint(1.5, 14);
Assert.IsTrue(DoubleValueAssertionUtil.Equals(stat.Correlation, 0.993399268, PRECISION_DIGITS));
Assert.AreEqual(3, stat.N);
stat.AddPoint(1.4, 14);
Assert.IsTrue(DoubleValueAssertionUtil.Equals(stat.Correlation, 0.992631989, PRECISION_DIGITS));
Assert.AreEqual(4, stat.N);
stat.RemovePoint(1.5, 14);
Assert.IsTrue(DoubleValueAssertionUtil.Equals(stat.Correlation, 1, PRECISION_DIGITS));
Assert.AreEqual(3, stat.N);
stat.AddPoint(100, 1);
Assert.IsTrue(DoubleValueAssertionUtil.Equals(stat.Correlation, -0.852632057, PRECISION_DIGITS));
Assert.AreEqual(4, stat.N);
}
public void TestSum()
{
var stat = new BaseStatisticsBean();
Assert.AreEqual(0d, stat.XSum);
Assert.AreEqual(0d, stat.YSum);
Assert.AreEqual(0, stat.N);
stat.AddPoint(10, -2);
Assert.AreEqual(10d, stat.XSum);
Assert.AreEqual(-2d, stat.YSum);
Assert.AreEqual(1, stat.N);
stat.AddPoint(3.5, -3);
Assert.AreEqual(13.5d, stat.XSum);
Assert.AreEqual(-5d, stat.YSum);
Assert.AreEqual(2, stat.N);
stat.AddPoint(1, 5);
Assert.AreEqual(14.5d, stat.XSum);
Assert.AreEqual(0d, stat.YSum);
Assert.AreEqual(3, stat.N);
stat.RemovePoint(9, 1.5);
Assert.AreEqual(5.5d, stat.XSum);
Assert.AreEqual(-1.5d, stat.YSum);
Assert.AreEqual(2, stat.N);
stat.RemovePoint(9.5, -1.5);
Assert.AreEqual(-4d, stat.XSum);
Assert.AreEqual(0d, stat.YSum);
Assert.AreEqual(1, stat.N);
stat.RemovePoint(1, -1);
Assert.AreEqual(0d, stat.XSum);
Assert.AreEqual(0d, stat.YSum);
Assert.AreEqual(0, stat.N);
stat.RemovePoint(1, 1);
Assert.AreEqual(0d, stat.XSum);
Assert.AreEqual(0d, stat.YSum);
Assert.AreEqual(0, stat.N);
stat.AddPoint(1.11, -3.333);
Assert.AreEqual(1.11d, stat.XSum);
Assert.AreEqual(-3.333d, stat.YSum);
Assert.AreEqual(1, stat.N);
stat.AddPoint(2.22, 3.333);
Assert.AreEqual(1.11d + 2.22d, stat.XSum);
Assert.AreEqual(0d, stat.YSum);
Assert.AreEqual(2, stat.N);
stat.AddPoint(-3.32, 0);
Assert.AreEqual(1.11d + 2.22d - 3.32d, stat.XSum);
Assert.AreEqual(0d, stat.YSum);
Assert.AreEqual(3, stat.N);
}
protected internal override EventBean PopulateMap(
BaseStatisticsBean baseStatisticsBean,
EventBeanTypedEventFactory eventAdapterService,
EventType eventType,
StatViewAdditionalPropsEval additionalProps,
object[] decoration)
{
return DoPopulateMap(baseStatisticsBean, eventAdapterService, eventType, additionalProps, decoration);
}
/// <summary>
/// Populate bean.
/// </summary>
/// <param name="baseStatisticsBean">results</param>
/// <param name="eventAdapterService">event wrapping</param>
/// <param name="eventType">type to produce</param>
/// <param name="additionalProps">addition properties</param>
/// <param name="decoration">decoration values</param>
/// <returns>bean</returns>
public static EventBean DoPopulateMap(
BaseStatisticsBean baseStatisticsBean,
EventBeanTypedEventFactory eventAdapterService,
EventType eventType,
StatViewAdditionalPropsEval additionalProps,
object[] decoration)
{
IDictionary<string, object> result = new Dictionary<string, object>();
result.Put(ViewFieldEnum.CORRELATION__CORRELATION.GetName(), baseStatisticsBean.Correlation);
additionalProps?.AddProperties(result, decoration);
return eventAdapterService.AdapterForTypedMap(result, eventType);
}
public void TestClone()
{
var stat = new BaseStatisticsBean();
stat.AddPoint(100, 10);
stat.AddPoint(200, 20);
var cloned = (BaseStatisticsBean)stat.Clone();
Assert.AreEqual(2, cloned.N);
Assert.AreEqual(300d, cloned.XSum);
Assert.AreEqual(150d, cloned.XAverage);
Assert.AreEqual(30d, cloned.YSum);
Assert.AreEqual(15d, cloned.YAverage);
Assert.IsTrue(DoubleValueAssertionUtil.Equals(cloned.XStandardDeviationPop, 50.0, PRECISION_DIGITS));
}
public void TestAddRemoveXOnly()
{
var stat = new BaseStatisticsBean();
Assert.AreEqual(double.NaN, stat.XAverage);
Assert.AreEqual(0, stat.N);
stat.AddPoint(10);
stat.AddPoint(20);
Assert.AreEqual(15d, stat.XAverage);
Assert.AreEqual(0d, stat.YAverage);
Assert.AreEqual(2, stat.N);
stat.RemovePoint(10);
Assert.AreEqual(20d, stat.XAverage);
Assert.AreEqual(0d, stat.YAverage);
Assert.AreEqual(1, stat.N);
}
public void TestStddev_STDEVPA()
{
var stat = new BaseStatisticsBean();
Assert.AreEqual(double.NaN, stat.XStandardDeviationPop);
Assert.AreEqual(double.NaN, stat.YStandardDeviationPop);
Assert.AreEqual(0, stat.N);
stat.AddPoint(1, 10500);
Assert.AreEqual(0.0d, stat.XStandardDeviationPop);
Assert.AreEqual(0.0d, stat.YStandardDeviationPop);
Assert.AreEqual(1, stat.N);
stat.AddPoint(2, 10200);
Assert.AreEqual(0.5d, stat.XStandardDeviationPop);
Assert.AreEqual(150d, stat.YStandardDeviationPop);
Assert.AreEqual(2, stat.N);
stat.AddPoint(1.5, 10500);
Assert.IsTrue(DoubleValueAssertionUtil.Equals(stat.XStandardDeviationPop, 0.40824829, PRECISION_DIGITS));
Assert.IsTrue(DoubleValueAssertionUtil.Equals(stat.YStandardDeviationPop, 141.4213562, PRECISION_DIGITS));
Assert.AreEqual(3, stat.N);
stat.AddPoint(-0.1, 10500);
Assert.IsTrue(DoubleValueAssertionUtil.Equals(stat.XStandardDeviationPop, 0.777817459, PRECISION_DIGITS));
Assert.IsTrue(DoubleValueAssertionUtil.Equals(stat.YStandardDeviationPop, 129.9038106, PRECISION_DIGITS));
Assert.AreEqual(4, stat.N);
stat.RemovePoint(2, 10200);
Assert.IsTrue(DoubleValueAssertionUtil.Equals(stat.XStandardDeviationPop, 0.668331255, PRECISION_DIGITS));
Assert.IsTrue(DoubleValueAssertionUtil.Equals(stat.YStandardDeviationPop, 0.0, PRECISION_DIGITS));
Assert.AreEqual(3, stat.N);
stat.AddPoint(0.89, 10499);
Assert.IsTrue(DoubleValueAssertionUtil.Equals(stat.XStandardDeviationPop, 0.580102362, PRECISION_DIGITS));
Assert.IsTrue(DoubleValueAssertionUtil.Equals(stat.YStandardDeviationPop, 0.433012702, PRECISION_DIGITS));
Assert.AreEqual(4, stat.N);
stat.AddPoint(1.23, 10500);
Assert.IsTrue(DoubleValueAssertionUtil.Equals(stat.XStandardDeviationPop, 0.543860276, PRECISION_DIGITS));
Assert.IsTrue(DoubleValueAssertionUtil.Equals(stat.YStandardDeviationPop, 0.4, PRECISION_DIGITS));
Assert.AreEqual(5, stat.N);
}
public void TestStddevAndVariance_STDEV()
{
var stat = new BaseStatisticsBean();
Assert.AreEqual(double.NaN, stat.XStandardDeviationSample);
Assert.AreEqual(double.NaN, stat.XVariance);
Assert.AreEqual(double.NaN, stat.YStandardDeviationSample);
Assert.AreEqual(double.NaN, stat.YVariance);
stat.AddPoint(100, -1);
Assert.AreEqual(double.NaN, stat.XVariance);
Assert.AreEqual(double.NaN, stat.XStandardDeviationSample);
Assert.AreEqual(double.NaN, stat.YVariance);
Assert.AreEqual(double.NaN, stat.YStandardDeviationSample);
stat.AddPoint(150, -1);
Assert.AreEqual(1250d, stat.XVariance);
Assert.AreEqual(0d, stat.YVariance);
Assert.IsTrue(DoubleValueAssertionUtil.Equals(stat.XStandardDeviationSample, 35.35533906, PRECISION_DIGITS));
Assert.IsTrue(DoubleValueAssertionUtil.Equals(stat.YStandardDeviationSample, 0, PRECISION_DIGITS));
stat.AddPoint(0, -1.1);
Assert.IsTrue(DoubleValueAssertionUtil.Equals(stat.XVariance, 5833.33333333, PRECISION_DIGITS));
Assert.IsTrue(DoubleValueAssertionUtil.Equals(stat.YVariance, 0.003333333, PRECISION_DIGITS));
Assert.IsTrue(DoubleValueAssertionUtil.Equals(stat.XStandardDeviationSample, 76.37626158, PRECISION_DIGITS));
Assert.IsTrue(DoubleValueAssertionUtil.Equals(stat.YStandardDeviationSample, 0.057735027, PRECISION_DIGITS));
stat.RemovePoint(100, -1);
Assert.IsTrue(DoubleValueAssertionUtil.Equals(stat.XVariance, 11250, PRECISION_DIGITS));
Assert.IsTrue(DoubleValueAssertionUtil.Equals(stat.YVariance, 0.005, PRECISION_DIGITS));
Assert.IsTrue(DoubleValueAssertionUtil.Equals(stat.XStandardDeviationSample, 106.0660172, PRECISION_DIGITS));
Assert.IsTrue(DoubleValueAssertionUtil.Equals(stat.YStandardDeviationSample, 0.070710678, PRECISION_DIGITS));
stat.AddPoint(-149, 0);
Assert.IsTrue(DoubleValueAssertionUtil.Equals(stat.XVariance, 22350.333333, PRECISION_DIGITS));
Assert.IsTrue(DoubleValueAssertionUtil.Equals(stat.YVariance, 0.37, PRECISION_DIGITS));
Assert.IsTrue(DoubleValueAssertionUtil.Equals(stat.XStandardDeviationSample, 149.5002787, PRECISION_DIGITS));
Assert.IsTrue(DoubleValueAssertionUtil.Equals(stat.YStandardDeviationSample, 0.608276253, PRECISION_DIGITS));
}
public void TestAverage()
{
var stat = new BaseStatisticsBean();
Assert.AreEqual(double.NaN, stat.XAverage);
Assert.AreEqual(double.NaN, stat.YAverage);
Assert.AreEqual(0, stat.N);
stat.RemovePoint(2, 363636);
Assert.AreEqual(double.NaN, stat.XAverage);
Assert.AreEqual(double.NaN, stat.YAverage);
Assert.AreEqual(0, stat.N);
stat.AddPoint(10, -2);
Assert.AreEqual(10d, stat.XAverage);
Assert.AreEqual(-2d, stat.YAverage);
Assert.AreEqual(1, stat.N);
stat.AddPoint(20, 4);
Assert.AreEqual(15d, stat.XAverage);
Assert.AreEqual(1d, stat.YAverage);
Assert.AreEqual(2, stat.N);
stat.AddPoint(1, 4);
Assert.AreEqual(31d / 3d, stat.XAverage);
Assert.AreEqual(6d / 3d, stat.YAverage);
Assert.AreEqual(3, stat.N);
stat.AddPoint(1, -10);
Assert.AreEqual(8d, stat.XAverage);
Assert.AreEqual(-4d / 4d, stat.YAverage);
Assert.AreEqual(4, stat.N);
stat.AddPoint(-32, -11);
Assert.AreEqual(0d, stat.XAverage);
Assert.AreEqual(-15d / 5d, stat.YAverage);
Assert.AreEqual(5, stat.N);
stat.RemovePoint(-32, -10);
Assert.AreEqual(32d / 4d, stat.XAverage);
Assert.AreEqual(-5d / 4d, stat.YAverage);
Assert.AreEqual(4, stat.N);
stat.RemovePoint(8, -5);
Assert.AreEqual(24d / 3d, stat.XAverage);
Assert.AreEqual(0d, stat.YAverage);
Assert.AreEqual(3, stat.N);
stat.RemovePoint(2, 50);
Assert.AreEqual(22d / 2d, stat.XAverage);
Assert.AreEqual(-50d / 2d, stat.YAverage);
Assert.AreEqual(2, stat.N);
stat.RemovePoint(1, 1);
Assert.AreEqual(21d / 1d, stat.XAverage);
Assert.AreEqual(-51d, stat.YAverage);
Assert.AreEqual(1, stat.N);
stat.RemovePoint(3, 3);
Assert.AreEqual(double.NaN, stat.XAverage);
Assert.AreEqual(double.NaN, stat.YAverage);
Assert.AreEqual(0, stat.N);
}
