public Statistics(IEnumerable <double> values)
{
var sortedValues = new SegmentedList <double>(values.Where(d => !double.IsNaN(d)));
sortedValues.Sort();
if (sortedValues.Count < 1)
{
return;
}
var quartiles = Quartiles.FromSorted(sortedValues);
Min = quartiles.Min;
Q1 = quartiles.Q1;
Median = quartiles.Median;
Q3 = quartiles.Q3;
Max = quartiles.Max;
Mean = sortedValues.Average();
var tukey = TukeyOutlierDetector.FromQuartiles(quartiles);
LowerFence = tukey.LowerFence;
UpperFence = tukey.UpperFence;
P0 = SimpleQuantileEstimator.Instance.GetQuantileFromSorted(sortedValues, 0.0);
P25 = SimpleQuantileEstimator.Instance.GetQuantileFromSorted(sortedValues, 0.25);
P50 = SimpleQuantileEstimator.Instance.GetQuantileFromSorted(sortedValues, 0.50);
P67 = SimpleQuantileEstimator.Instance.GetQuantileFromSorted(sortedValues, 0.67);
P80 = SimpleQuantileEstimator.Instance.GetQuantileFromSorted(sortedValues, 0.80);
P85 = SimpleQuantileEstimator.Instance.GetQuantileFromSorted(sortedValues, 0.85);
P90 = SimpleQuantileEstimator.Instance.GetQuantileFromSorted(sortedValues, 0.90);
P95 = SimpleQuantileEstimator.Instance.GetQuantileFromSorted(sortedValues, 0.95);
P99 = SimpleQuantileEstimator.Instance.GetQuantileFromSorted(sortedValues, 0.99);
P100 = SimpleQuantileEstimator.Instance.GetQuantileFromSorted(sortedValues, 1.00);
}
