Package gov.nih.mipav.model.algorithms

Class Statistics

java.lang.Object

gov.nih.mipav.model.algorithms.Statistics

public class Statistics
extends java.lang.Object

Field Summary

Fields

Modifier and Type	Field	Description
private double[]	ansR
static int	CHI_SQUARED_CUMULATIVE_DISTRIBUTION_FUNCTION
static int	CHI_SQUARED_INVERSE_CUMULATIVE_DISTRIBUTION_FUNCTION
static int	CHI_SQUARED_PROBABILITY_DENSITY_FUNCTION
static int	GAUSSIAN_INVERSE_CUMULATIVE_DISTRIBUTION_FUNCTION
static int	GAUSSIAN_PROBABILITY_FUNCTION	Also known as the normal probability function
static int	GAUSSIAN_PROBABILITY_INTEGRAL
private int	statisticType
static int	STUDENTS_T_DISTRIBUTION_CUMULATIVE_DISTRIBUTION_FUNCTION
static int	STUDENTS_T_DISTRIBUTION_PROBABILITY_DENSITY_FUNCTION
static int	STUDENTS_T_INVERSE_CUMULATIVE_DISTRIBUTION_FUNCTION
private double	v
private double	x

Constructor Summary

Constructors

Constructor	Description
Statistics()
Statistics(int statisticType, double x, double degreesOfFreedom, double[] ansR)

Method Summary

Modifier and Type	Method	Description
private void	chiSquaredCumulativeDistributionFunction()
private void	chiSquaredInverseCumulativeDistributionFunction()
private void	chiSquaredProbabilityDensityFunction()
private void	gaussianInverseCumulativeDistributionFunction()
private void	gaussianProbabilityFunction()
private void	gaussianProbabilityIntegral()	Formula found in Computation of Special Functions by Shanjie Zhang and Jianming Jin Chapter 16.3 Gaussian Probability Integral page 625.
void	run()
private void	tCumulativeDistributionFunction()
void	testChiSquaredInverseCumulativeDistributionFunction()
private void	tInverseCumulativeDistributionFunction()
private void	tProbabilityFunction()

Methods inherited from class java.lang.Object

clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Field Detail

GAUSSIAN_PROBABILITY_FUNCTION

public static final int GAUSSIAN_PROBABILITY_FUNCTION

Also known as the normal probability function

See Also:

Constant Field Values

GAUSSIAN_PROBABILITY_INTEGRAL

public static final int GAUSSIAN_PROBABILITY_INTEGRAL

See Also:

Constant Field Values

GAUSSIAN_INVERSE_CUMULATIVE_DISTRIBUTION_FUNCTION

public static final int GAUSSIAN_INVERSE_CUMULATIVE_DISTRIBUTION_FUNCTION

See Also:

Constant Field Values

STUDENTS_T_DISTRIBUTION_PROBABILITY_DENSITY_FUNCTION

public static final int STUDENTS_T_DISTRIBUTION_PROBABILITY_DENSITY_FUNCTION

See Also:

Constant Field Values

STUDENTS_T_DISTRIBUTION_CUMULATIVE_DISTRIBUTION_FUNCTION

public static final int STUDENTS_T_DISTRIBUTION_CUMULATIVE_DISTRIBUTION_FUNCTION

See Also:

Constant Field Values

STUDENTS_T_INVERSE_CUMULATIVE_DISTRIBUTION_FUNCTION

public static final int STUDENTS_T_INVERSE_CUMULATIVE_DISTRIBUTION_FUNCTION

See Also:

Constant Field Values

CHI_SQUARED_PROBABILITY_DENSITY_FUNCTION

public static final int CHI_SQUARED_PROBABILITY_DENSITY_FUNCTION

See Also:

Constant Field Values

CHI_SQUARED_CUMULATIVE_DISTRIBUTION_FUNCTION

public static final int CHI_SQUARED_CUMULATIVE_DISTRIBUTION_FUNCTION

See Also:

Constant Field Values

CHI_SQUARED_INVERSE_CUMULATIVE_DISTRIBUTION_FUNCTION

public static final int CHI_SQUARED_INVERSE_CUMULATIVE_DISTRIBUTION_FUNCTION

See Also:

Constant Field Values

statisticType

private int statisticType

x

private double x

v

private double v

ansR

private double[] ansR

Constructor Detail

Statistics

public Statistics()

Statistics

public Statistics(int statisticType,
                  double x,
                  double degreesOfFreedom,
                  double[] ansR)

Method Detail

testChiSquaredInverseCumulativeDistributionFunction

public void testChiSquaredInverseCumulativeDistributionFunction()

run

public void run()

gaussianProbabilityFunction

private void gaussianProbabilityFunction()

gaussianProbabilityIntegral

private void gaussianProbabilityIntegral()

Formula found in Computation of Special Functions by Shanjie Zhang and Jianming Jin Chapter 16.3 Gaussian Probability Integral page 625. |error(x)| <= 7.5E-8

gaussianInverseCumulativeDistributionFunction

private void gaussianInverseCumulativeDistributionFunction()

tProbabilityFunction

private void tProbabilityFunction()

tCumulativeDistributionFunction

private void tCumulativeDistributionFunction()

tInverseCumulativeDistributionFunction

private void tInverseCumulativeDistributionFunction()

chiSquaredProbabilityDensityFunction

private void chiSquaredProbabilityDensityFunction()

chiSquaredCumulativeDistributionFunction

private void chiSquaredCumulativeDistributionFunction()

chiSquaredInverseCumulativeDistributionFunction

private void chiSquaredInverseCumulativeDistributionFunction()