Container of a cube histogram. More...

#include <Histogram.h>

Inheritance diagram for Isis::Histogram:

Collaboration diagram for Isis::Histogram:

Public Member Functions
	Histogram ()=default

	Histogram (double minimum, double maximum, int bins=1024)
	Constructs a histogram object. More...

	Histogram (Cube &cube, int statsBand, Progress *progress=NULL, double startSample=1.0, double startLine=1.0, double endSample=Null, double endLine=Null, int bins=0, bool addCubeData=false)

	Histogram (ControlNet &net, double(ControlMeasure::*statFunc)() const, int bins)
	Constructs a histogram from a control netowrk. More...

	Histogram (ControlNet &net, double(ControlMeasure::*statFunc)() const, double binWidth)
	Constructs a histogram from a control netowrk. More...

	~Histogram ()
	Destructs a histogram object. More...

void	SetBins (const int bins)
	Change the number of bins in the histogram and reset counters. More...

void	Reset ()
	Resets histogram counters to zero. More...

virtual void	AddData (const double *data, const unsigned int count)
	Add an array of doubles to the histogram counters. More...

virtual void	AddData (const double data)
	Add a single double data to the histogram. More...

virtual void	RemoveData (const double *data, const unsigned int count)
	Remove an array of doubles from the histogram counters. More...

double	Median () const
	Returns the median. More...

double	Mode () const
	Returns the mode. More...

double	Percent (const double percent) const
	Computes and returns the value at X percent of the histogram. More...

double	Skew () const
	Computes and returns the skew. More...

BigInt	BinCount (const int index) const
	Returns the count at a bin position in the histogram. More...

virtual void	BinRange (const int index, double &low, double &high) const
	Returns the left edge and right edge values of a bin. More...

double	BinMiddle (const int index) const
	Returns the value represented by a bin. More...

double	BinSize () const
	Returns the size of an individual bin. More...

int	Bins () const
	Returns the number of bins in the histogram. More...

BigInt	MaxBinCount () const
	Returns the highest bin count. More...

double	BinRangeStart () const

double	BinRangeEnd () const

void	SetValidRange (const double minimum=Isis::ValidMinimum, const double maximum=Isis::ValidMaximum)
	Changes the range of the bins. More...

void	RemoveData (const double data)

double	ValidMinimum () const

double	ValidMaximum () const

bool	InRange (const double value)

bool	AboveRange (const double value)

bool	BelowRange (const double value)

double	Average () const
	Computes and returns the average. More...

double	StandardDeviation () const
	Computes and returns the standard deviation. More...

double	Variance () const
	Computes and returns the variance. More...

double	Sum () const
	Returns the sum of all the data. More...

double	SumSquare () const
	Returns the sum of all the squared data. More...

double	Rms () const
	Computes and returns the rms. More...

double	Minimum () const
	Returns the absolute minimum double found in all data passed through the AddData method. More...

double	Maximum () const
	Returns the absolute maximum double found in all data passed through the AddData method. More...

double	ChebyshevMinimum (const double percent=99.5) const
	This method returns a minimum such that X percent of the data will fall with K standard deviations of the average (Chebyshev's Theorem). More...

double	ChebyshevMaximum (const double percent=99.5) const
	This method returns a maximum such that X percent of the data will fall with K standard deviations of the average (Chebyshev's Theorem). More...

double	BestMinimum (const double percent=99.5) const
	This method returns the better of the absolute minimum or the Chebyshev minimum. More...

double	BestMaximum (const double percent=99.5) const
	This method returns the better of the absolute maximum or the Chebyshev maximum. More...

double	ZScore (const double value) const
	This method returns the better of the z-score of the given value. More...

BigInt	TotalPixels () const
	Returns the total number of pixels processed (valid and invalid). More...

BigInt	ValidPixels () const
	Returns the total number of valid pixels processed. More...

BigInt	OverRangePixels () const
	Returns the total number of pixels over the valid range encountered. More...

BigInt	UnderRangePixels () const
	Returns the total number of pixels under the valid range encountered. More...

BigInt	NullPixels () const
	Returns the total number of NULL pixels encountered. More...

BigInt	LisPixels () const
	Returns the total number of low instrument saturation (LIS) pixels encountered. More...

BigInt	LrsPixels () const
	Returns the total number of low representation saturation (LRS) pixels encountered. More...

BigInt	HisPixels () const
	Returns the total number of high instrument saturation (HIS) pixels encountered. More...

BigInt	HrsPixels () const
	Returns the total number of high representation saturation (HRS) pixels encountered. More...

BigInt	OutOfRangePixels () const
	Returns the total number of pixels outside of the valid range encountered. More...

bool	RemovedData () const

PvlGroup	toPvl (QString name="Statistics") const
	Serialize statistics as a pvl group. More...

void	save (QXmlStreamWriter &stream, const Project *project) const

QDataStream &	write (QDataStream &stream) const
	Order saved must match the offsets in the static compoundH5DataType() method. More...

QDataStream &	read (QDataStream &stream)

Protected Attributes
std::vector< BigInt >	p_bins
	The array of counts. More...

Detailed Description

Container of a cube histogram.

This class is used to accumulate a histogram on double arrays. In particular, it is highly useful for obtaining a histogram on cube data. Parameters which can be computed are the 1) median, 2) mode, and 3) skew. The histogram consists of a fixed set of distinct bins. When an object is created the programmer must provide a minimum and maximum which defines how data is further placed in the bins. The minimum is mapped to the left edge of the first bin [0] and the maximum is mapped to the right edge of the last bin [Bins()-1]. There are a set of methods which return bin information such as 1) count, 2) size, 3) middle value, 4) range, and 5) maximum bin count.

Author: 2002-05-13 Jeff Anderson

Constructor & Destructor Documentation

◆ Histogram() [1/5]

Isis::Histogram::Histogram ( )

default

◆ Histogram() [2/5]

Isis::Histogram::Histogram	(	double	minimum,
		double	maximum,
		int	nbins = `1024`
	)

Constructs a histogram object.

Only data between the minimum and maximum will be binned, and the bin range will be from the minimum to the maximum.

Parameters

minimum	Minimum value for binning the data into the histogram.
maximum	Maximum value for binning the data into the histogram.
nbins	The number of bins to use

◆ Histogram() [3/5]

Isis::Histogram::Histogram	(	Cube &	cube,
		int	statsBand,
		Progress *	progress = `NULL`,
		double	startSample = `1.0`,
		double	startLine = `1.0`,
		double	endSample = `Null`,
		double	endLine = `Null`,
		int	bins = `0`,
		bool	addCubeData = `false`
	)

◆ Histogram() [4/5]

Isis::Histogram::Histogram	(	ControlNet &	net,
		double(ControlMeasure::*)() const	statFunc,
		int	bins
	)

Constructs a histogram from a control netowrk.

Parameters

net	Reference to a ControlNetwork used to access all the measures.
statFunc	Pointer to a ControlMeasure acessor, the returns of this function call will be used to build up the network.
bins	The number of bins to divide the histogram into.

Exceptions

The	number of Histogram Bins must be greater than 0.

References _FILEINFO_.

◆ Histogram() [5/5]

Isis::Histogram::Histogram	(	ControlNet &	net,
		double(ControlMeasure::*)() const	statFunc,
		double	binWidth
	)

Constructs a histogram from a control netowrk.

Parameters

Net	Reference to a ControlNetwork used to access all the measures.
statFunc	Pointer to a ControlMeasure acessor, the returns of this. function call will be used to build up the network.
binWidth	The width of histogram bins.

Exceptions

The	width of Histogram Bins must be greater than 0.

References _FILEINFO_, Isis::ValidMaximum, and Isis::ValidMinimum.

◆ ~Histogram()

Isis::Histogram::~Histogram ( )

Destructs a histogram object.

Member Function Documentation

◆ AboveRange()

bool Isis::Statistics::AboveRange ( const double value )

inherited

Referenced by Isis::Statistics::AddData(), Isis::Statistics::InRange(), and Isis::Statistics::RemoveData().

◆ AddData() [1/2]

void Isis::Histogram::AddData	(	const double *	data,
		const unsigned int	count
	)

virtual

Add an array of doubles to the histogram counters.

This method can be invoked multiple times. For example, once for each line in a cube, before obtaining statistics and histogram information.

Parameters

data	Pointer to array of double to add.
count	Number of doubles to process.

Reimplemented in Isis::ImageHistogram.

References Isis::IsValidPixel().

Referenced by Isis::IndependentCubeViewport::cubeDataChanged(), Isis::StretchTool::histFromBuffer(), Isis::StretchTool::histFromCube(), Isis::Cube::histogram(), and Isis::VisualDisplay::setPixelData().

◆ AddData() [2/2]

void Isis::Histogram::AddData ( const double data )

virtual

Add a single double data to the histogram.

Of course this can be invoke multiple times. e.g. once for each residual in a network for instance.

Parameters

data	a single observation to be added to the histogram

Reimplemented in Isis::ImageHistogram.

References Isis::IsValidPixel().

◆ Average()

double Isis::Statistics::Average ( ) const

inherited

Computes and returns the average.

If there are no valid pixels, then NULL8 is returned.

Returns: The Average

References Isis::NULL8.

Referenced by Isis::OverlapNormalization::AddOverlap(), Isis::averageLines(), Isis::ControlNet::AverageResidual(), Isis::averageSamples(), Isis::Statistics::ChebyshevMaximum(), Isis::Statistics::ChebyshevMinimum(), Isis::MultivariateStatistics::Covariance(), Isis::ControlNetStatistics::GenerateControlNetStats(), Isis::ZeroBufferFit::guess(), Isis::ControlPointGraphicsItem::paint(), Isis::VisualDisplay::paintPixmap(), Isis::AutoReg::Reduce(), Isis::HistogramTool::refreshPlot(), Isis::CameraStatistics::toPvl(), Isis::Statistics::toPvl(), and Isis::Statistics::ZScore().

◆ BelowRange()

bool Isis::Statistics::BelowRange ( const double value )

inherited

Referenced by Isis::Statistics::AddData(), Isis::Statistics::InRange(), and Isis::Statistics::RemoveData().

◆ BestMaximum()

double Isis::Statistics::BestMaximum ( const double percent = 99.5 ) const

inherited

This method returns the better of the absolute maximum or the Chebyshev maximum.

The better value is considered the value closest to the mean.

Parameters

percent The probability that the maximum is within K standard deviations of the mean (Used to compute the Chebyshev maximum). Default value = 99.5.

Returns: Best of absolute and Chebyshev maximums

See also: Statistics::Maximum Statistics::ChebyshevMaximum

References Isis::Statistics::ChebyshevMaximum(), Isis::Statistics::Maximum(), Isis::Statistics::Minimum(), and Isis::NULL8.

Referenced by Isis::IndependentCubeViewport::cubeDataChanged(), Isis::StretchTool::histFromBuffer(), Isis::VisualDisplay::setPixelData(), Isis::LinearStretchType::setStretch(), Isis::StretchTool::stretchBand(), and Isis::StretchTool::stretchBuffer().

◆ BestMinimum()

double Isis::Statistics::BestMinimum ( const double percent = 99.5 ) const

inherited

This method returns the better of the absolute minimum or the Chebyshev minimum.

The better value is considered the value closest to the mean.

Parameters

percent The probability that the minimum is within K standard deviations of the mean (Used to compute the Chebyshev minimum). Default value = 99.5.

Returns: Best of absolute and Chebyshev minimums

See also: Statistics::Minimum Statistics::ChebyshevMinimum

References Isis::Statistics::ChebyshevMinimum(), Isis::Statistics::Maximum(), Isis::Statistics::Minimum(), and Isis::NULL8.

Referenced by Isis::IndependentCubeViewport::cubeDataChanged(), Isis::StretchTool::histFromBuffer(), Isis::VisualDisplay::setPixelData(), Isis::LinearStretchType::setStretch(), Isis::StretchTool::stretchBand(), and Isis::StretchTool::stretchBuffer().

◆ BinCount()

BigInt Isis::Histogram::BinCount ( const int index ) const

Returns the count at a bin position in the histogram.

Parameters

index Index of the desired bin 0 to Bins()-1.

Returns: The count at a bin position in the histogram.

References _FILEINFO_, and Isis::Message::ArraySubscriptNotInRange().

Referenced by Isis::QHistogram::Load(), Isis::HistogramTool::refreshPlot(), and Isis::HistogramWidget::setHistogram().

◆ BinMiddle()

double Isis::Histogram::BinMiddle ( const int index ) const

Returns the value represented by a bin.

This is not the count, but the actual data value at the middle of the bin.

Parameters

index Index of the desired bin 0 to Bins()-1.

Returns: The middle value of the bin.

References _FILEINFO_, and Isis::Message::ArraySubscriptNotInRange().

Referenced by Isis::QHistogram::Load(), Isis::HistogramTool::refreshPlot(), and Isis::HistogramWidget::setHistogram().

◆ BinRange()

void Isis::Histogram::BinRange	(	const int	index,
		double &	low,
		double &	high
	)		const

virtual

Returns the left edge and right edge values of a bin.

That is the range of data the bin covers.

Exceptions

iException The programmer has passed in an index outside of 0 to Bins()-1.

Parameters

index	Index of the desired bin 0 to Bins()-1.
low	The value at the left edge of the requested bin.
high	The value at the right edge of the requested bin.

Reimplemented in Isis::ImageHistogram.

References _FILEINFO_, and Isis::Message::ArraySubscriptNotInRange().

◆ BinRangeEnd()

double Isis::Histogram::BinRangeEnd ( ) const

inline

Referenced by Isis::ImageHistogram::AddData(), Isis::ImageHistogram::BinRange(), Isis::Cube::histogram(), and Isis::ImageHistogram::RemoveData().

◆ BinRangeStart()

double Isis::Histogram::BinRangeStart ( ) const

inline

Referenced by Isis::ImageHistogram::AddData(), Isis::ImageHistogram::BinRange(), Isis::Cube::histogram(), and Isis::ImageHistogram::RemoveData().

◆ Bins()

int Isis::Histogram::Bins ( ) const

Returns the number of bins in the histogram.

Returns: The number of bins in the histogram.

Referenced by Isis::GaussianStretch::GaussianStretch(), Isis::QHistogram::Load(), Isis::HistogramTool::refreshPlot(), and Isis::HistogramWidget::setHistogram().

◆ BinSize()

double Isis::Histogram::BinSize ( ) const

Returns the size of an individual bin.

Essentially, the difference of the high and low edge values (BinRange) of a bin. This value is constant for all bins.

Returns: The size of the individual bin.

Referenced by Isis::HistogramTool::refreshPlot(), Isis::HistogramWidget::setHistogram(), Isis::BinaryStretchType::setStretch(), Isis::LinearStretchType::setStretch(), and Isis::SawtoothStretchType::setStretch().

◆ ChebyshevMaximum()

double Isis::Statistics::ChebyshevMaximum ( const double percent = 99.5 ) const

inherited

This method returns a maximum such that X percent of the data will fall with K standard deviations of the average (Chebyshev's Theorem).

It can be used to obtain a minimum that does not include statistical outliers.

Parameters

percent The probability that the maximum is within K standard deviations of the mean. Default value = 99.5.

Returns: maximum value excluding statistical outliers

Exceptions

Isis::IException::Message

References _FILEINFO_, Isis::Statistics::Average(), Isis::NULL8, Isis::IException::Programmer, and Isis::Statistics::StandardDeviation().

Referenced by Isis::Statistics::BestMaximum().

◆ ChebyshevMinimum()

double Isis::Statistics::ChebyshevMinimum ( const double percent = 99.5 ) const

inherited

This method returns a minimum such that X percent of the data will fall with K standard deviations of the average (Chebyshev's Theorem).

It can be used to obtain a minimum that does not include statistical outliers.

Parameters

percent The probability that the minimum is within K standard deviations of the mean. Default value = 99.5.

Returns: Minimum value (excluding statistical outliers)

Exceptions

Isis::IException::Message

References _FILEINFO_, Isis::Statistics::Average(), Isis::NULL8, Isis::IException::Programmer, and Isis::Statistics::StandardDeviation().

Referenced by Isis::Statistics::BestMinimum().

◆ HisPixels()

BigInt Isis::Statistics::HisPixels ( ) const

inherited

Returns the total number of high instrument saturation (HIS) pixels encountered.

Returns: The number of HIS pixels (data) processed

Referenced by Isis::Statistics::toPvl().

◆ HrsPixels()

BigInt Isis::Statistics::HrsPixels ( ) const

inherited

Returns the total number of high representation saturation (HRS) pixels encountered.

Returns: The number of HRS pixels (data) processed

Referenced by Isis::Statistics::toPvl().

◆ InRange()

bool Isis::Statistics::InRange ( const double value )

inherited

References Isis::Statistics::AboveRange(), and Isis::Statistics::BelowRange().

Referenced by Isis::ImageHistogram::AddData().

◆ LisPixels()

BigInt Isis::Statistics::LisPixels ( ) const

inherited

Returns the total number of low instrument saturation (LIS) pixels encountered.

Returns: The number of LIS pixels (data) processed

Referenced by Isis::Statistics::toPvl().

◆ LrsPixels()

BigInt Isis::Statistics::LrsPixels ( ) const

inherited

Returns the total number of low representation saturation (LRS) pixels encountered.

Returns: The number of LRS pixels (data) processed

Referenced by Isis::Statistics::toPvl().

◆ MaxBinCount()

BigInt Isis::Histogram::MaxBinCount ( ) const

Returns the highest bin count.

Returns: The highest bin count.

Referenced by Isis::HistogramWidget::setHistogram().

◆ Maximum()

double Isis::Statistics::Maximum ( ) const

inherited

Returns the absolute maximum double found in all data passed through the AddData method.

If there are no valid pixels, then NULL8 is returned.

Returns: Current maximum value in data set

Exceptions

Isis::IException::Message The data set is blank, so the maximum is invalid.

References _FILEINFO_, Isis::NULL8, and Isis::IException::Programmer.

Referenced by Isis::Statistics::BestMaximum(), Isis::Statistics::BestMinimum(), Isis::IndependentCubeViewport::cubeDataChanged(), Isis::QnetPointJigsawErrorFilter::filter(), Isis::QnetPointRegistrationErrorFilter::filter(), Isis::GaussianStretch::GaussianStretch(), Isis::ControlNetStatistics::GenerateControlNetStats(), Isis::ControlNet::GetMaximumResidual(), Isis::ControlPointGraphicsItem::paint(), Isis::VisualDisplay::paintPixmap(), Isis::HistogramTool::refreshPlot(), Isis::SawtoothStretchType::SawtoothStretchType(), Isis::ScatterPlotData::ScatterPlotData(), Isis::HistogramWidget::setHistogram(), Isis::BinaryStretchType::setStretch(), Isis::StretchTool::stretchBuffer(), Isis::CameraStatistics::toPvl(), Isis::Statistics::toPvl(), and Isis::Statistics::ZScore().

◆ Median()

double Isis::Histogram::Median ( ) const

Returns the median.

Returns: The median

Referenced by Isis::HistogramTool::refreshPlot(), Isis::SawtoothStretchType::SawtoothStretchType(), and Isis::ProcessExport::SetInputRange().

◆ Minimum()

double Isis::Statistics::Minimum ( ) const

inherited

Returns the absolute minimum double found in all data passed through the AddData method.

If there are no valid pixels, then NULL8 is returned.

Returns: Current minimum value in data set.

Exceptions

Isis::IException::Message The data set is blank, so the minimum is invalid.

References _FILEINFO_, Isis::NULL8, and Isis::IException::Programmer.

Referenced by Isis::Statistics::BestMaximum(), Isis::Statistics::BestMinimum(), Isis::IndependentCubeViewport::cubeDataChanged(), Isis::GaussianStretch::GaussianStretch(), Isis::ControlNetStatistics::GenerateControlNetStats(), Isis::VisualDisplay::paintPixmap(), Isis::HistogramTool::refreshPlot(), Isis::SawtoothStretchType::SawtoothStretchType(), Isis::ScatterPlotData::ScatterPlotData(), Isis::HistogramWidget::setHistogram(), Isis::BinaryStretchType::setStretch(), Isis::StretchTool::stretchBuffer(), Isis::CameraStatistics::toPvl(), and Isis::Statistics::toPvl().

◆ Mode()

double Isis::Histogram::Mode ( ) const

Returns the mode.

Returns: The mode

References Isis::NULL8.

Referenced by Isis::HistogramTool::refreshPlot().

◆ NullPixels()

BigInt Isis::Statistics::NullPixels ( ) const

inherited

Returns the total number of NULL pixels encountered.

Returns: The number of NULL pixels (data) processed

Referenced by Isis::Statistics::toPvl().

◆ OutOfRangePixels()

BigInt Isis::Statistics::OutOfRangePixels ( ) const

inherited

Returns the total number of pixels outside of the valid range encountered.

Returns: The number of Out of Range pixels (data) processed

◆ OverRangePixels()

BigInt Isis::Statistics::OverRangePixels ( ) const

inherited

Returns the total number of pixels over the valid range encountered.

Returns: The number of pixels less than the ValidMaximum() processed

Referenced by Isis::Statistics::toPvl().

◆ Percent()

double Isis::Histogram::Percent ( const double percent ) const

Computes and returns the value at X percent of the histogram.

For example, Percent(50.0) is equivalent to the computing the median. While Percent(0.5) and Percent(99.5) would obtain a minimum and maximum for the data that could be used for a good contrast stretch.

Parameters

percent X percent of the histogram to compute.

Returns: The value at X percent of the histogram.

References _FILEINFO_, and Isis::NULL8.

Referenced by Isis::BinaryStretchType::BinaryStretchType(), Isis::IndependentCubeViewport::cubeDataChanged(), Isis::GaussianStretch::GaussianStretch(), Isis::Stretch::Parse(), Isis::ProcessExport::SetInputRange(), Isis::VisualDisplay::setPixelData(), Isis::StretchTool::stretchBand(), and Isis::StretchTool::stretchBuffer().

◆ read()

QDataStream & Isis::Statistics::read ( QDataStream & stream )

inherited

Referenced by Isis::operator>>().

◆ RemoveData() [1/2]

void Isis::Histogram::RemoveData	(	const double *	data,
		const unsigned int	count
	)

virtual

Remove an array of doubles from the histogram counters.

Note that this invalidates the absolute minimum and maximum. They will no longer be useable.

See also: Stats

Parameters

data	Pointer to array of doubles to remove.
count	number of doubles to process.

Reimplemented in Isis::ImageHistogram.

References Isis::IsValidPixel().

◆ RemoveData() [2/2]

void Isis::Statistics::RemoveData ( const double data )

inherited

References _FILEINFO_, Isis::Statistics::AboveRange(), Isis::Statistics::BelowRange(), Isis::IsHisPixel(), Isis::IsHrsPixel(), Isis::IsLisPixel(), Isis::IsLrsPixel(), Isis::IsNullPixel(), and Isis::IException::Programmer.

◆ RemovedData()

bool Isis::Statistics::RemovedData ( ) const

inherited

◆ Reset()

void Isis::Histogram::Reset ( )

Resets histogram counters to zero.

◆ Rms()

double Isis::Statistics::Rms ( ) const

inherited

Computes and returns the rms.

If there are no valid pixels, then NULL8 is returned.

Returns: The rms (root mean square)

References Isis::NULL8.

Referenced by Isis::ControlPoint::GetLineResidualRms(), Isis::ControlPoint::GetResidualRms(), Isis::ControlPoint::GetSampleResidualRms(), and Isis::BundleSolutionInfo::outputHeader().

◆ save()

void Isis::Statistics::save	(	QXmlStreamWriter &	stream,
		const Project *	project
	)		const

inherited

References Isis::toString().

◆ SetBins()

void Isis::Histogram::SetBins ( const int bins )

Change the number of bins in the histogram and reset counters.

◆ SetValidRange()

void Isis::Histogram::SetValidRange	(	const double	minimum = `Isis::ValidMinimum`,
		const double	maximum = `Isis::ValidMaximum`
	)

Changes the range of the bins.

This function also sets the range of the parent statistics class and resets the stats/histogram counters. So binRange = setValidRange. Should only be called once, prior to Adding data to the histogram.

Parameters

binStart	The start of the bin range
binEnd	The end of the bin range

References _FILEINFO_, and Isis::Statistics::SetValidRange().

Referenced by Isis::Cube::histogram().

◆ Skew()

double Isis::Histogram::Skew ( ) const

Computes and returns the skew.

If there are no valid pixels then NULL8 is returned. Recognize that because of the binning which occurs, in order to generate the histogram, the skew may not be precise but will be very close.

Returns: The skew.

References Isis::NULL8.

Referenced by Isis::HistogramTool::refreshPlot().

◆ StandardDeviation()

double Isis::Statistics::StandardDeviation ( ) const

inherited

Computes and returns the standard deviation.

If there are no valid pixels, then NULL8 is returned.

Returns: The standard deviation

References Isis::NULL8, and Isis::Statistics::Variance().

Referenced by Isis::Statistics::ChebyshevMaximum(), Isis::Statistics::ChebyshevMinimum(), Isis::MultivariateStatistics::Correlation(), Isis::StandardDeviationOperator::Interest(), Isis::VisualDisplay::paintPixmap(), Isis::HistogramTool::refreshPlot(), Isis::ReseauDistortionMap::SetFocalPlane(), Isis::ReseauDistortionMap::SetUndistortedFocalPlane(), Isis::CameraStatistics::toPvl(), Isis::Statistics::toPvl(), and Isis::Statistics::ZScore().

◆ Sum()

double Isis::Statistics::Sum ( ) const

inherited

Returns the sum of all the data.

Returns: The sum of the data

Referenced by Isis::MultivariateStatistics::Covariance(), Isis::MultivariateStatistics::LinearRegression(), and Isis::Statistics::toPvl().

◆ SumSquare()

double Isis::Statistics::SumSquare ( ) const

inherited

Returns the sum of all the squared data.

Returns: The sum of the squared data

Referenced by Isis::MultivariateStatistics::LinearRegression(), and Isis::Statistics::toPvl().

◆ toPvl()

PvlGroup Isis::Statistics::toPvl ( QString name = "Statistics" ) const

inherited

Serialize statistics as a pvl group.

Parameters

QString name (Default value is "Statistics") - Name of the statistics group

Returns: PvlGroup Statistics information as a pvl group

Referenced by Isis::MultivariateStatistics::toPvl().

◆ TotalPixels()

BigInt Isis::Statistics::TotalPixels ( ) const

inherited

Returns the total number of pixels processed (valid and invalid).

Returns: The number of pixels (data) processed

Referenced by Isis::VisualDisplay::paintPixmap(), and Isis::Statistics::toPvl().

◆ UnderRangePixels()

BigInt Isis::Statistics::UnderRangePixels ( ) const

inherited

Returns the total number of pixels under the valid range encountered.

Returns: The number of pixels less than the ValidMinimum() processed

Referenced by Isis::Statistics::toPvl().

◆ ValidMaximum()

double Isis::Statistics::ValidMaximum ( ) const

inherited

Referenced by Isis::Statistics::toPvl().

◆ ValidMinimum()

double Isis::Statistics::ValidMinimum ( ) const

inherited

Referenced by Isis::Statistics::toPvl().

◆ ValidPixels()

BigInt Isis::Statistics::ValidPixels ( ) const

inherited

Returns the total number of valid pixels processed.

Only valid pixels are utilized when computing the average, standard deviation, variance, minimum and maximum.

Returns: The number of valid pixels (data) processed

Referenced by Isis::OverlapNormalization::AddOverlap(), Isis::IndependentCubeViewport::cubeDataChanged(), Isis::QHistogram::Load(), Isis::HistogramTool::refreshPlot(), Isis::StretchTool::stretchBuffer(), Isis::Statistics::toPvl(), and Isis::StretchTool::updateHistograms().

◆ Variance()

double Isis::Statistics::Variance ( ) const

inherited

Computes and returns the variance.

If there are no valid pixels, then NULL8 is returned.

Returns: The variance

References Isis::NULL8.

Referenced by Isis::HistogramTool::refreshPlot(), Isis::Statistics::StandardDeviation(), and Isis::Statistics::toPvl().

◆ write()

QDataStream & Isis::Statistics::write ( QDataStream & stream ) const

inherited

Order saved must match the offsets in the static compoundH5DataType() method.

Referenced by Isis::operator<<().

◆ ZScore()

double Isis::Statistics::ZScore ( const double value ) const

inherited

This method returns the better of the z-score of the given value.

The z-score is the number of standard deviations the value lies above or below the average.

Parameters

value The value to calculate the z-score of.

Returns: z-score

References _FILEINFO_, Isis::Statistics::Average(), Isis::Statistics::Maximum(), Isis::IException::Programmer, Isis::Statistics::StandardDeviation(), and Isis::toString().

Member Data Documentation

◆ p_bins

std::vector<BigInt> Isis::Histogram::p_bins

protected

The array of counts.

Referenced by Isis::ImageHistogram::AddData(), Isis::ImageHistogram::BinRange(), and Isis::ImageHistogram::RemoveData().

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

/home/isis3mgr/repos/ISIS3/isis/src/base/objs/Histogram/Histogram.h
/home/isis3mgr/repos/ISIS3/isis/src/base/objs/Histogram/Histogram.cpp

Public Member Functions

Protected Attributes

Detailed Description

Constructor & Destructor Documentation

◆ Histogram() [1/5]

◆ Histogram() [2/5]

◆ Histogram() [3/5]

◆ Histogram() [4/5]

◆ Histogram() [5/5]

◆ ~Histogram()

Member Function Documentation

◆ AboveRange()

◆ AddData() [1/2]

◆ AddData() [2/2]

◆ Average()

◆ BelowRange()

◆ BestMaximum()

◆ BestMinimum()

◆ BinCount()

◆ BinMiddle()

◆ BinRange()

◆ BinRangeEnd()

◆ BinRangeStart()

◆ Bins()

◆ BinSize()

◆ ChebyshevMaximum()

◆ ChebyshevMinimum()

◆ HisPixels()

◆ HrsPixels()

◆ InRange()

◆ LisPixels()

◆ LrsPixels()

◆ MaxBinCount()

◆ Maximum()

◆ Median()

◆ Minimum()

◆ Mode()

◆ NullPixels()

◆ OutOfRangePixels()

◆ OverRangePixels()

◆ Percent()

◆ read()

◆ RemoveData() [1/2]

◆ RemoveData() [2/2]

◆ RemovedData()

◆ Reset()

◆ Rms()

◆ save()

◆ SetBins()

◆ SetValidRange()

◆ Skew()

◆ StandardDeviation()

◆ Sum()

◆ SumSquare()

◆ toPvl()

◆ TotalPixels()

◆ UnderRangePixels()

◆ ValidMaximum()

◆ ValidMinimum()

◆ ValidPixels()

◆ Variance()

◆ write()

◆ ZScore()

Member Data Documentation

◆ p_bins