StatisticFunctions.h File Reference

#include <numeric>
#include <algorithm>
#include <OpenMS/CONCEPT/Types.h>
#include <boost/lambda/lambda.hpp>
#include <boost/lambda/casts.hpp>
#include <boost/function/function_base.hpp>

Go to the source code of this file.

Namespaces
namespace	OpenMS
	Main OpenMS namespace.
namespace	OpenMS::Math
	Math namespace.
Functions
template<typename IteratorType >
static DoubleReal	sum (IteratorType begin, IteratorType end)
	Calculates the sum of a range of values.
template<typename IteratorType >
static DoubleReal	mean (IteratorType begin, IteratorType end)
	Calculates the mean of a range of values.
template<typename IteratorType >
static DoubleReal	median (IteratorType begin, IteratorType end, bool sorted=FALSE)
	Calculates the median of a range of values.
template<typename IteratorType >
static DoubleReal	quantile (IteratorType begin, IteratorType end, UInt quantile, bool sorted=FALSE)
	Calculates the quantile of a range of values.
template<typename IteratorType1 , typename IteratorType2 >
static DoubleReal	meanSquareError (IteratorType1 begin_a, IteratorType1 end_a, IteratorType2 begin_b, IteratorType2 end_b)
	Calculates the mean square error for the values in [begin_a, end_a) and [begin_b, end_b).
template<typename IteratorType1 , typename IteratorType2 >
static DoubleReal	classificationRate (IteratorType1 begin_a, IteratorType1 end_a, IteratorType2 begin_b, IteratorType2 end_b)
	Calculates the classification rate for the values in [begin_a, end_a) and [begin_b, end_b).
template<typename IteratorType1 , typename IteratorType2 >
static DoubleReal	matthewsCorrelationCoefficient (IteratorType1 begin_a, IteratorType1 end_a, IteratorType2 begin_b, IteratorType2 end_b)
	Calculates the Matthews correlation coefficient for the values in [begin_a, end_a) and [begin_b, end_b).
template<typename IteratorType1 , typename IteratorType2 >
static DoubleReal	pearsonCorrelationCoefficient (IteratorType1 begin_a, IteratorType1 end_a, IteratorType2 begin_b, IteratorType2 end_b)
	Calculates the Pearson correlation coefficient for the values in [begin_a, end_a) and [begin_b, end_b).
template<typename Value >
static void	computeRank (std::vector< Value > &w)
	Replaces the elements in vector w by their ranks.
template<typename IteratorType1 , typename IteratorType2 >
static DoubleReal	rankCorrelationCoefficient (IteratorType1 begin_a, IteratorType1 end_a, IteratorType2 begin_b, IteratorType2 end_b)
	calculates the rank correlation coefficient for the values in [begin_a, end_a) and [begin_b, end_b)