Meziantou.FrameworkBoxStatistics Class
The statistics of box plots: quantiles with linear interpolation (R's type 7, the default of R, NumPy and Excel) and Tukey's whiskers.
public static class BoxStatisticsMethods
| Name | Description |
|---|---|
| Quantile(IReadOnlyList<double>, double) | Computes a quantile of sorted values, by linear interpolation between the closest ranks (R's type 7). |
| Summarize(IEnumerable<double>) | Computes the summary of a sample. NaN values are ignored. |
Quantile(IReadOnlyList<double>, double)
BoxStatistics.csComputes a quantile of sorted values, by linear interpolation between the closest ranks (R's type 7).
public static double Quantile(IReadOnlyList<double> sortedValues, double probability)Parameters
sortedValuesIReadOnlyList<double>- The values, in increasing order.
probabilitydouble- The probability, from 0 to 1.
Returns
double The quantile, or NaN when there is no value.
Summarize(IEnumerable<double>)
BoxStatistics.csComputes the summary of a sample. NaN values are ignored.
public static BoxSummary? Summarize(IEnumerable<double> values)Parameters
valuesIEnumerable<double>- The values.
Returns
BoxSummary? The summary, or null when there is no value.