# The Complete R6 Probability Distributions Interface

## Documentation for package ‘distr6’ version 1.4.2

- DESCRIPTION file.
- User guides, package vignettes and other documentation.

## Help Pages

A B C D E F G H I K L M N P Q R S T U V W misc

distr6-package | distr6: Object Oriented Distributions in R

## -- A --

Arcsine | Arcsine Distribution Class
as.data.table.ParameterSet | Coerce ParameterSet to data.table
as.ParameterSet | Coerce to a ParameterSet
as.ParameterSet.data.table | Coerce to a ParameterSet
as.ParameterSet.list | Coerce to a ParameterSet
assertContinuous | assert/check/test/Continuous
assertDiscrete | assert/check/test/Discrete
assertDistribution | assert/check/test/Distribution
assertDistributionList | assert/check/test/DistributionList
assertLeptokurtic | assert/check/test/Leptokurtic
assertMatrixvariate | assert/check/test/Matrixvariate
assertMesokurtic | assert/check/test/Mesokurtic
assertMixture | assert/check/test/Mixture
assertMultivariate | assert/check/test/Multivariate
assertNegativeSkew | assert/check/test/NegativeSkew
assertNoSkew | assert/check/test/NoSkew
assertParameterSet | assert/check/test/ParameterSet
assertParameterSetCollection | assert/check/test/ParameterSetCollection
assertParameterSetCollectionList | assert/check/test/ParameterSetCollectionList
assertParameterSetList | assert/check/test/ParameterSetList
assertPlatykurtic | assert/check/test/Platykurtic
assertPositiveSkew | assert/check/test/PositiveSkew
assertSymmetric | assert/check/test/Symmetric
assertUnivariate | assert/check/test/Univariate

## -- B --

Bernoulli | Bernoulli Distribution Class
Beta | Beta Distribution Class
BetaNoncentral | Noncentral Beta Distribution Class
Binomial | Binomial Distribution Class

## -- C --

c.Distribution | Combine Distributions into a VectorDistribution
Categorical | Categorical Distribution Class
Cauchy | Cauchy Distribution Class
cdf | Cumulative Distribution Function
cdfAntiDeriv | Cumulative Distribution Function Anti-Derivative
cdfPNorm | Cumulative Distribution Function P-Norm
cf | Characteristic Function
checkContinuous | assert/check/test/Continuous
checkDiscrete | assert/check/test/Discrete
checkDistribution | assert/check/test/Distribution
checkDistributionList | assert/check/test/DistributionList
checkLeptokurtic | assert/check/test/Leptokurtic
checkMatrixvariate | assert/check/test/Matrixvariate
checkMesokurtic | assert/check/test/Mesokurtic
checkMixture | assert/check/test/Mixture
checkMultivariate | assert/check/test/Multivariate
checkNegativeSkew | assert/check/test/NegativeSkew
checkNoSkew | assert/check/test/NoSkew
checkParameterSet | assert/check/test/ParameterSet
checkParameterSetCollection | assert/check/test/ParameterSetCollection
checkParameterSetCollectionList | assert/check/test/ParameterSetCollectionList
checkParameterSetList | assert/check/test/ParameterSetList
checkPlatykurtic | assert/check/test/Platykurtic
checkPositiveSkew | assert/check/test/PositiveSkew
checkSymmetric | assert/check/test/Symmetric
checkUnivariate | assert/check/test/Univariate
ChiSquared | Chi-Squared Distribution Class
ChiSquaredNoncentral | Noncentral Chi-Squared Distribution Class
Convolution | Distribution Convolution Wrapper
CoreStatistics | Core Statistical Methods Decorator
correlation | Distribution Correlation
Cosine | Cosine Kernel
cumHazard | Cumulative Hazard Function

## -- D --

decorate | Decorate Distributions
decorators | Decorators Accessor
Degenerate | Degenerate Distribution Class
Delta | Degenerate Distribution Class
Dirac | Degenerate Distribution Class
Dirichlet | Dirichlet Distribution Class
DiscreteUniform | Discrete Uniform Distribution Class
distr6 | distr6: Object Oriented Distributions in R
distr6News | Show distr6 NEWS.md File
Distribution | Generalised Distribution Object
DistributionDecorator | Abstract DistributionDecorator Class
DistributionWrapper | Abstract DistributionWrapper Class
distrSimulate | Simulate from a Distribution
dmax | Distribution Maximum Accessor
dmin | Distribution Minimum Accessor

## -- E --

Empirical | Empirical Distribution Class
EmpiricalMV | EmpiricalMV Distribution Class
entropy | Distribution Entropy
Epanechnikov | Epanechnikov Kernel
Erlang | Erlang Distribution Class
exkurtosisType | Kurtosis Type
ExoticStatistics | Exotic Statistical Methods Decorator
Exponential | Exponential Distribution Class

## -- F --

FDistribution | 'F' Distribution Class
FDistributionNoncentral | Noncentral F Distribution Class
Fisk | Log-Logistic Distribution Class
Frechet | Frechet Distribution Class
FunctionImputation | Imputed Pdf/Cdf/Quantile/Rand Functions Decorator

## -- G --

Gamma | Gamma Distribution Class
Gaussian | Normal Distribution Class
generalPNorm | Generalised P-Norm
genExp | Generalised Expectation of a Distribution
Geometric | Geometric Distribution Class
getParameterSupport | Parameter Support Accessor
getParameterValue | Parameter Value Accessor
Gompertz | Gompertz Distribution Class
Gumbel | Gumbel Distribution Class

## -- H --

hazard | Hazard Function
huberize | Huberize a Distribution
HuberizedDistribution | Distribution Huberization Wrapper
Hypergeometric | Hypergeometric Distribution Class

## -- I --

inf | Infimum Accessor
InverseGamma | Inverse Gamma Distribution Class
InverseGaussian | Wald Distribution Class
InverseNormal | Wald Distribution Class
InverseWeibull | Frechet Distribution Class
iqr | Distribution Interquartile Range

## -- K --

Kernel | Abstract Kernel Class
kthmoment | Kth Moment
kurtosis | Distribution Kurtosis
kurtosisType | Type of Kurtosis Accessor - Deprecated

## -- L --

Laplace | Laplace Distribution Class
liesInSupport | Test if Data Lies in Distribution Support
liesInType | Test if Data Lies in Distribution Type
lines.Distribution | Superimpose Distribution Functions Plots for a distr6 Object
listDecorators | Lists Implemented Distribution Decorators
listDistributions | Lists Implemented Distributions
listKernels | Lists Implemented Kernels
listWrappers | Lists Implemented Distribution Wrappers
Logarithmic | Logarithmic Distribution Class
Loggaussian | Log-Normal Distribution Class
Logistic | Logistic Distribution Class
LogisticKernel | Logistic Kernel
Loglogistic | Log-Logistic Distribution Class
Lognormal | Log-Normal Distribution Class

## -- M --

makeUniqueDistributions | De-Duplicate Distribution Names
mean.Distribution | Distribution Mean
median.Distribution | Median of a Distribution
merge.ParameterSet | Combine ParameterSets
mgf | Moment Generating Function
MixtureDistribution | Mixture Distribution Wrapper
mixturiseVector | Create Mixture Distribution From Multiple Vectors
mode | Mode of a Distribution
Multinomial | Multinomial Distribution Class
MultivariateNormal | Multivariate Normal Distribution Class

## -- N --

NegativeBinomial | Negative Binomial Distribution Class
Normal | Normal Distribution Class
NormalKernel | Normal Kernel

## -- P --

parameters | Parameters Accessor
ParameterSet | Parameter Sets for Distributions
ParameterSetCollection | Parameter Set Collections for Wrapped Distributions
Pareto | Pareto Distribution Class
pdf | Probability Density Function
pdfPNorm | Probability Density Function P-Norm
pdfSquared2Norm | Squared Probability Density Function 2-Norm
pgf | Probability Generating Function
plot.Distribution | Plot Distribution Functions for a distr6 Object
plot.VectorDistribution | Plotting Distribution Functions for a VectorDistribution
Poisson | Poisson Distribution Class
prec | Precision of a Distribution
print.ParameterSet | Print a ParameterSet
ProductDistribution | Product Distribution
properties | Properties Accessor

## -- Q --

qqplot | Quantile-Quantile Plots for distr6 Objects
quantile.Distribution | Inverse Cumulative Distribution Function
Quartic | Quartic Kernel

## -- R --

rand | Random Simulation Function
Rayleigh | Rayleigh Distribution Class

## -- S --

SDistribution | Abstract Special Distribution Class
setParameterValue | Parameter Value Setter
ShiftedLoglogistic | Shifted Log-Logistic Distribution Class
Sigmoid | Sigmoid Kernel
Silverman | Silverman Kernel
simulateEmpiricalDistribution | Sample Empirical Distribution Without Replacement
skewness | Distribution Skewness
skewnessType | Type of Skewness Accessor - Deprecated
skewType | Skewness Type
stdev | Standard Deviation of a Distribution
strprint | String Representation of Print
StudentT | Student's T Distribution Class
StudentTNoncentral | Noncentral Student's T Distribution Class
summary.Distribution | Distribution Summary
sup | Supremum Accessor
support | Support Accessor - Deprecated
survival | Survival Function
survivalAntiDeriv | Survival Function Anti-Derivative
survivalPNorm | Survival Function P-Norm
SymmetricTriangular | Triangular Distribution Class
symmetry | Symmetry Accessor - Deprecated

## -- T --

testContinuous | assert/check/test/Continuous
testDiscrete | assert/check/test/Discrete
testDistribution | assert/check/test/Distribution
testDistributionList | assert/check/test/DistributionList
testLeptokurtic | assert/check/test/Leptokurtic
testMatrixvariate | assert/check/test/Matrixvariate
testMesokurtic | assert/check/test/Mesokurtic
testMixture | assert/check/test/Mixture
testMultivariate | assert/check/test/Multivariate
testNegativeSkew | assert/check/test/NegativeSkew
testNoSkew | assert/check/test/NoSkew
testParameterSet | assert/check/test/ParameterSet
testParameterSetCollection | assert/check/test/ParameterSetCollection
testParameterSetCollectionList | assert/check/test/ParameterSetCollectionList
testParameterSetList | assert/check/test/ParameterSetList
testPlatykurtic | assert/check/test/Platykurtic
testPositiveSkew | assert/check/test/PositiveSkew
testSymmetric | assert/check/test/Symmetric
testUnivariate | assert/check/test/Univariate
traits | Traits Accessor
Triangular | Triangular Distribution Class
TriangularKernel | Triangular Kernel
Tricube | Tricube Kernel
Triweight | Triweight Kernel
truncate | Truncate a Distribution
TruncatedDistribution | Distribution Truncation Wrapper
type | Type Accessor - Deprecated

## -- U --

Uniform | Uniform Distribution Class
UniformKernel | Uniform Kernel

## -- V --

valueSupport | Value Support Accessor - Deprecated
variance | Distribution Variance
variateForm | Variate Form Accessor - Deprecated
VectorDistribution | Vectorise Distributions

## -- W --

Wald | Wald Distribution Class
Weibull | Weibull Distribution Class
WeightedDiscrete | WeightedDiscrete Distribution Class
workingSupport | Approximate Finite Support
wrappedModels | Gets Internally Wrapped Models

## -- misc --

*.Distribution | Product Distribution
+.Distribution | Distribution Convolution Wrapper
-.Distribution | Distribution Convolution Wrapper
[.ParameterSet | Extract one or more parameters from a ParameterSet
[.VectorDistribution | Extract one or more Distributions from a VectorDistribution