Package | Description |
---|---|
gov.sandia.cognition.statistics.distribution |
Provides statistical distributions.
|
Modifier and Type | Class and Description |
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class |
BetaDistribution
Computes the Beta-family of probability distributions.
|
static class |
BetaDistribution.CDF
CDF of the Beta-family distribution
|
static class |
BetaDistribution.PDF
Beta distribution probability density function
|
class |
CauchyDistribution
A Cauchy Distribution is the ratio of two Gaussian Distributions, sometimes
known as the Lorentz distribution.
|
static class |
CauchyDistribution.CDF
CDF of the CauchyDistribution.
|
static class |
CauchyDistribution.PDF
PDF of the CauchyDistribution.
|
class |
ChiSquareDistribution
Describes a Chi-Square Distribution.
|
static class |
ChiSquareDistribution.CDF
Cumulative Distribution Function (CDF) of a Chi-Square Distribution
|
static class |
ChiSquareDistribution.PDF
PDF of the Chi-Square distribution
|
class |
ExponentialDistribution
An Exponential distribution describes the time between events in a poisson
process, resulting in a memoryless distribution.
|
static class |
ExponentialDistribution.CDF
CDF of the ExponentialDistribution.
|
static class |
ExponentialDistribution.PDF
PDF of the ExponentialDistribution.
|
class |
GammaDistribution
Class representing the Gamma distribution.
|
static class |
GammaDistribution.CDF
CDF of the Gamma distribution
|
static class |
GammaDistribution.PDF
Closed-form PDF of the Gamma distribution
|
class |
InverseGammaDistribution
Defines an inverse-gamma distribution.
|
static class |
InverseGammaDistribution.CDF
CDF of the inverseRootFinder-gamma distribution.
|
static class |
InverseGammaDistribution.PDF
PDF of the inverseRootFinder-Gamma distribution.
|
class |
LaplaceDistribution
A Laplace distribution, sometimes called a double exponential distribution.
|
static class |
LaplaceDistribution.CDF
CDF of the Laplace distribution.
|
static class |
LaplaceDistribution.PDF
The PDF of a Laplace Distribution.
|
class |
LogisticDistribution
A implementation of the scalar logistic distribution, which measures the
log-odds of a binary event.
|
static class |
LogisticDistribution.CDF
CDF of the LogisticDistribution
|
static class |
LogisticDistribution.PDF
PDF of the LogisticDistribution
|
class |
LogNormalDistribution
Log-Normal distribution PDF and CDF implementations.
|
static class |
LogNormalDistribution.CDF
CDF of the Log-Normal Distribution
|
static class |
LogNormalDistribution.PDF
PDF of a Log-normal distribution
|
class |
ParetoDistribution
This class describes the Pareto distribution, sometimes called the Bradford
Distribution.
|
static class |
ParetoDistribution.CDF
CDF of the Pareto Distribution.
|
static class |
ParetoDistribution.PDF
PDF of the ParetoDistribution
|
class |
StudentTDistribution
Defines a noncentral Student-t Distribution.
|
static class |
StudentTDistribution.CDF
Evaluator that computes the Cumulative Distribution Function (CDF) of
a Student-t distribution with a fixed number of degrees of freedom
|
static class |
StudentTDistribution.PDF
Evaluator that computes the Probability Density Function (CDF) of
a Student-t distribution with a fixed number of degrees of freedom
|
class |
UniformDistribution
Contains the (very simple) definition of a continuous Uniform distribution,
parameterized between the minimum and maximum bounds.
|
static class |
UniformDistribution.CDF
Cumulative Distribution Function of a uniform
|
static class |
UniformDistribution.PDF
Probability density function of a Uniform Distribution
|
class |
UnivariateGaussian
This class contains internal classes that implement useful functions based
on the Gaussian distribution.
|
static class |
UnivariateGaussian.CDF
CDF of the underlying Gaussian.
|
static class |
UnivariateGaussian.CDF.Inverse
Inverts the CumulativeDistribution function.
|
static class |
UnivariateGaussian.PDF
PDF of the underlying Gaussian.
|
class |
WeibullDistribution
Describes a Weibull distribution, which is often used to describe the
mortality, lifespan, or size distribution of objects.
|
static class |
WeibullDistribution.CDF
CDF of the Weibull distribution
|
static class |
WeibullDistribution.PDF
PDF of the Weibull distribution
|