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distrMod (version 2.0.1)

Object orientated implementation of probability models

Description

Object orientated implementation of probability models based on packages 'distr' and 'distrEx'

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Version

Install

install.packages('distrMod')

Monthly Downloads

2,118

Version

2.0.1

License

GPL (version 2 or later)

Maintainer

Peter Ruckdeschel

Last Published

January 14th, 2025

Functions in distrMod (2.0.1)

distrMod-package

distrMod -- probability models
Estimate-class

Estimate-class.
asBias-class

Standardized Asymptotic Bias
L2LocationScaleFamily

Generating function for L2LocationScaleFamily-class
L2LocationUnknownScaleFamily

Generating function for L2LocationScaleFamily-class in nuisance situation
GammaFamily

Generating function for Gamma families
NonSymmetric

Generating function for NonSymmetric-class
BetaFamily

Generating function for Beta families
InfoNorm

Generating function for InfoNorm-class
NoSymmetry-class

Class for Non-symmetric Distributions
GumbelLocationFamily

Generating function for Gumbel location families
L2LocationScaleFamily-class

L2 differentiable parametric group family
NormType

Generating function for NormType-class
sqrt-methods

Methods for Function sqrt in Package `distrMod'
norm

Norm functions
onesidedBias-class

onesided Bias Type
L2ParamFamily-class

L2 differentiable parametric family
trAsCov

Generating function for trAsCov-class
ParamFamily-class

Parametric family of probability measures.
OddSymmetric

Generating function for OddSymmetric-class
LnormScaleFamily

Generating function for lognormal scale families
MCEstimate-class

MCEstimate-class.
InternalReturnClasses-class

Internal return classes for generating functions
Symmetry-class

Class of Symmetries
BiasType-class

Bias Type
asymmetricBias

Generating function for asymmetricBias-class
PosDefSymmMatrix

Generating functions for PosSemDefSymmMatrix-class resp. PosDefSymmMatrix-class
OddSymmetric-class

Class for Odd Functions
NormLocationFamily

Generating function for normal location families
NonSymmetric-class

Class for Non-symmetric Functions
ParamFamParameter

Generating function for ParamFamParameter-class
SelfNorm

Generating function for SelfNorm-class
asMSE

Generating function for asMSE-class
L2ScaleFamily-class

L2 differentiable parametric group family
distrModOptions

Function to change the global variables of the package `distrMod'
QFNorm-class

Norm classes for norms based on quadratic forms
L2ScaleUnknownLocationFamily

Generating function for L2LocationScaleFamily-class in nuisance situation
fiBias-class

Finite-sample Bias
SphericalSymmetry

Generating function for SphericalSymmetry-class
confint-methods

Methods for function confint in Package `distrMod'
ProbFamily-class

Family of probability measures
asBias

Generating function for asBias-class
EvenSymmetric-class

Class for Even Functions
fiMSE-class

Finite-sample mean square error
mceCalc-methods

Methods for functions mceCalc and mleCalc in Package `distrMod'
DistributionSymmetry-class

Class of Symmetries for Distributions
asymmetricBias-class

asymmetric Bias Type
MCEstimator

Function to compute minimum criterion estimates
ExpScaleFamily

Generating function for exponential scale families
MLEstimator

Function to compute maximum likelihood estimates
MDEstimator

Function to compute minimum distance estimates
L2ScaleFamily

Generating function for L2ScaleFamily-class
SphericalSymmetry-class

Class for Spherical Symmetric Distributions
EvenSymmetric

Generating function for EvenSymmetric-class
asUnOvShoot

Generating function for asUnOvShoot-class
DistrSymmList-class

List of Symmetries for a List of Distributions
positiveBias

Generating function for onesidedBias-class
PosDefSymmMatrix-class

Positive-[Semi-]definite, symmetric matrices
asUnOvShoot-class

Asymptotic under-/overshoot probability
EllipticalSymmetry-class

Class for Elliptically Symmetric Distributions
asHampel

Generating function for asHampel-class
EllipticalSymmetry

Generating function for EllipticalSymmetry-class
NormScaleFamily

Generating function for normal scale families
asCov

Generating function for asCov-class
FunctionSymmetry-class

Class of Symmetries for Functions
isKerAinKerB

isKerAinKerB
asRisk-class

Aymptotic risk
NormLocationScaleFamily

Generating function for normal location and scale families
asCov-class

Asymptotic covariance
symmetricBias

Generating function for symmetricBias-class
asMSE-class

Asymptotic mean square error
FunSymmList

Generating function for FunSymmList-class
internals_for_distrMod

Internal functions of package distrMod
BinomFamily

Generating function for Binomial families
CauchyLocationScaleFamily

Generating function for Cauchy location and scale families
internal_mlehelpers_for_distrMod

Internal helper functions for treating MCEstimators in package distrMod
NormLocationUnknownScaleFamily

Generating function for normal location families with unknown scale as nuisance
L2LocationFamily

Generating function for L2LocationFamily-class
fiHampel

Generating function for fiHampel-class
NormScaleUnknownLocationFamily

Generating function for normal scale families with unknown location as nuisance
asRiskwithBias-class

Aymptotic risk
QFNorm

Generating function for QFNorm-class
trFiCov

Generating function for trFiCov-class
ParamFamily

Generating function for ParamFamily-class
Estimator

Function to compute estimates
trAsCov-class

Trace of asymptotic covariance
PoisFamily

Generating function for Poisson families
FunSymmList-class

List of Symmetries for a List of Functions
asSemivar-class

Semivariance Risk Type
L2LocationFamily-class

L2 differentiable parametric group family
fiCov-class

Finite-sample covariance
RiskType-class

Risk
checkL2deriv

Generic function for checking L2-derivatives
trFiCov-class

Trace of finite-sample covariance
L2GroupParamFamily-class

L2 differentiable parametric group family
NormType-class

Norm Type
fiCov

Generating function for fiCov-class
DistrSymmList

Generating function for DistrSymmList-class
asSemivar

Generating function for asSemivar-class
print-methods

Common `print' Methods for S4 classes in Package `distrMod'
distrModMASK

Masking of/by other functions in package "distrMod"
fiRisk-class

Finite-sample risk
asHampel-class

Asymptotic Hampel risk
asGRisk-class

Convex asymptotic risk
fiMSE

Generating function for fiMSE-class
fiHampel-class

Finite-sample Hampel risk
trafo-methods

Methods for function trafo in Package `distrMod'
existsPIC-methods

Methods for Function existsPIC in Package `distrMod'
negativeBias

Generating function for onesidedBias-class
InternalClassUnions

Class unions in 'distrMod'
fiBias

Generating function for fiBias-class
symmetricBias-class

symmetric Bias Type
modifyModel-methods

Methods for function modifyModel in Package `distrMod'
solve-methods

Methods for Function solve in Package `distrMod'
Confint-class

Confint-class
L2ParamFamily

Generating function for L2ParamFamily-class
NoSymmetry

Generating function for NoSymmetry-class
ParamFamParameter-class

Parameter of a parametric family of probability measures
fiUnOvShoot-class

Finite-sample under-/overshoot probability
fiUnOvShoot

Generating function for fiUnOvShoot-class
validParameter-methods

Methods for function validParameter in Package `distrMod'
meRes

helper functions for mceCalc and mleCalc