iAFunctionalBoxplot< ArgType, ValType > Class Template Reference

Class for calculating and providing functional boxplot data for arbitrary functions For details on the calculation, see Lopez-Pintado, S. More...

#include <iAFunctionalBoxplot.h>

Collaboration diagram for iAFunctionalBoxplot< ArgType, ValType >:

Public Types
enum	Index { LOWER, UPPER }

Public Member Functions
iAFunctionBand< ArgType, ValType > const &	getCentralRegion () const
iAFunctionBand< ArgType, ValType > const &	getEnvelope () const
iAFunction< ArgType, ValType > const &	getMedian () const
std::vector< iAFunction< ArgType, ValType > * > const &	getOutliers () const
	iAFunctionalBoxplot (std::vector< iAFunction< ArgType, ValType > * > &functions, iADepthMeasure< ArgType, ValType > *measure, size_t maxBandSize=2)
	Construction & calculation of functional boxplot data. More...

Static Public Attributes
static const unsigned long long	MaxOverallFctBoxPlotLoops = 10000000000000
static const unsigned long long	MinArgsPerBand = 40
static const unsigned long long	MinBandsPerFct = 40

Detailed Description

template<typename ArgType, typename ValType>
class iAFunctionalBoxplot< ArgType, ValType >

Class for calculating and providing functional boxplot data for arbitrary functions For details on the calculation, see Lopez-Pintado, S.

; Romo, J. (2009). "On the Concept of Depth for Functional Data". Journal of the American Statistical Association 104 (486): 718-734. Sun, Y.; Genton, M. G. (2011). "Functional boxplots". Journal of Computational and Graphical Statistics 20: 316-334.

Member Enumeration Documentation

Index

template<typename ArgType , typename ValType >

enum iAFunctionalBoxplot::Index

Enumerator
LOWER
UPPER

Constructor & Destructor Documentation

iAFunctionalBoxplot()

template<typename ArgType , typename ValType >

iAFunctionalBoxplot< ArgType, ValType >::iAFunctionalBoxplot	(	std::vector< iAFunction< ArgType, ValType > * > &	functions,
		iADepthMeasure< ArgType, ValType > *	measure,
		size_t	maxBandSize = 2
	)

Construction & calculation of functional boxplot data.

Parameters

functions	functions for which to calculate band depth
measure	the measure to use to compute the depth (see SimpleDepthMeasure and ModifiedDepthMeasure)
maxBandSize	the maximum band size to consider for band depth calculation (i.e. how many functions at most should be combined to bands). Band depth will be calculated as a combination of all band sizes from 2 to maxBandSize

Member Function Documentation

getCentralRegion()

template<typename ArgType , typename ValType >

iAFunctionBand< ArgType, ValType > const & iAFunctionalBoxplot< ArgType, ValType >::getCentralRegion

getEnvelope()

template<typename ArgType , typename ValType >

iAFunctionBand< ArgType, ValType > const & iAFunctionalBoxplot< ArgType, ValType >::getEnvelope

getMedian()

template<typename ArgType , typename ValType >

iAFunction< ArgType, ValType > const & iAFunctionalBoxplot< ArgType, ValType >::getMedian

getOutliers()

template<typename ArgType , typename ValType >

std::vector< iAFunction< ArgType, ValType > * > const & iAFunctionalBoxplot< ArgType, ValType >::getOutliers

Member Data Documentation

MaxOverallFctBoxPlotLoops

template<typename ArgType , typename ValType >

const unsigned long long iAFunctionalBoxplot< ArgType, ValType >::MaxOverallFctBoxPlotLoops = 10000000000000

static

MinArgsPerBand

template<typename ArgType , typename ValType >

const unsigned long long iAFunctionalBoxplot< ArgType, ValType >::MinArgsPerBand = 40

static

MinBandsPerFct

template<typename ArgType , typename ValType >

const unsigned long long iAFunctionalBoxplot< ArgType, ValType >::MinBandsPerFct = 40

static

---

The documentation for this class was generated from the following file:

• core/src/iAFunctionalBoxplot.h