Statistics::EmpiricalCDF Function

void EmpiricalCDF(TVec *Data, TVec *xCDF, TVec *yCDF);

Empirical CDF.

#NameTypeDescription
1DataTVec *Data, sorted in ascending order, with NANs and INFs removed.
2xCDFTVec *Values at which CDF increases.
3yCDFTVec *Calculated CDF.
Remarks:

Calculates empirical cumulative distribution function. Given N ordered data points Y1, Y2, ..., YN, the empirical CDF (ECDF) is defined as:

E(n)=n(i)/N ,

where n(i) is the number of points less than Yi and the Yi are ordered from smallest to largest value. This is a step function that increases by 1/N at the value of each ordered data point.

Declared in Dew::Stats::Units::Statistics · Dew.Stats/Units.Statistics.h · Cross-compiler