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distrMod (version 2.0.7)

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

650

Version

2.0.7

License

LGPL-3

Maintainer

Peter Ruckdeschel

Last Published

January 14th, 2025

Functions in distrMod (2.0.7)

distrMod-package

distrMod -- probability models
FunSymmList-class

List of Symmetries for a List of Functions
FunSymmList

Generating function for FunSymmList-class
GammaFamily

Generating function for Gamma families
EllipticalSymmetry-class

Class for Elliptically Symmetric Distributions
mceCalc-methods

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

Bias Type
L2LocationUnknownScaleFamily

Generating function for L2LocationScaleFamily-class in nuisance situation
CauchyLocationScaleFamily

Generating function for Cauchy location and scale families
Symmetry-class

Class of Symmetries
Estimator

Function to compute estimates
DistrSymmList-class

List of Symmetries for a List of Distributions
ExpScaleFamily

Generating function for exponential scale families
MCEstimator

Function to compute minimum criterion estimates
modifyModel-methods

Methods for function modifyModel in Package `distrMod'
DistrSymmList

Generating function for DistrSymmList-class
L2ScaleFamily-class

L2 differentiable parametric group family
asHampel-class

Asymptotic Hampel risk
SphericalSymmetry-class

Class for Spherical Symmetric Distributions
MDEstimator

Function to compute minimum distance estimates
meRes

helper functions for mceCalc and mleCalc
fiHampel

Generating function for fiHampel-class
L2LocationScaleFamily-class

L2 differentiable parametric group family
NormType-class

Norm Type
L2LocationFamily-class

L2 differentiable parametric group family
EvenSymmetric-class

Class for Even Functions
NonSymmetric-class

Class for Non-symmetric Functions
EvenSymmetric

Generating function for EvenSymmetric-class
BinomFamily

Generating function for Binomial families
NormLocationScaleFamily

Generating function for normal location and scale families
validParameter-methods

Methods for function validParameter in Package `distrMod'
L2ParamFamily-class

L2 differentiable parametric family
MLEstimator

Function to compute maximum likelihood estimates
GumbelLocationFamily

Generating function for Gumbel location families
internals_for_distrMod

Internal functions of package distrMod
negativeBias

Generating function for onesidedBias-class
SphericalSymmetry

Generating function for SphericalSymmetry-class
L2GroupParamFamily-class

L2 differentiable parametric group family
asBias

Generating function for asBias-class
NoSymmetry

Generating function for NoSymmetry-class
asGRisk-class

Convex asymptotic risk
ParamFamParameter

Generating function for ParamFamParameter-class
asRisk-class

Aymptotic risk
symmetricBias

Generating function for symmetricBias-class
L2ScaleFamily

Generating function for L2ScaleFamily-class
fiCov-class

Finite-sample covariance
EllipticalSymmetry

Generating function for EllipticalSymmetry-class
fiBias

Generating function for fiBias-class
PoisFamily

Generating function for Poisson families
trafo-methods

Methods for function trafo in Package `distrMod'
OddSymmetric

Generating function for OddSymmetric-class
ParamFamily

Generating function for ParamFamily-class
NormScaleFamily

Generating function for normal scale families
BetaFamily

Generating function for Beta families
NoSymmetry-class

Class for Non-symmetric Distributions
solve-methods

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

Internal return classes for generating functions
SelfNorm

Generating function for SelfNorm-class
trFiCov-class

Trace of finite-sample covariance
confint-methods

Methods for function confint in Package `distrMod'
NonSymmetric

Generating function for NonSymmetric-class
asMSE-class

Asymptotic mean square error
L2LocationFamily

Generating function for L2LocationFamily-class
asRiskwithBias-class

Aymptotic risk
NormType

Generating function for NormType-class
asCov

Generating function for asCov-class
InfoNorm

Generating function for InfoNorm-class
asymmetricBias

Generating function for asymmetricBias-class
NormLocationFamily

Generating function for normal location families
FunctionSymmetry-class

Class of Symmetries for Functions
fiMSE

Generating function for fiMSE-class
ParamFamParameter-class

Parameter of a parametric family of probability measures
asUnOvShoot

Generating function for asUnOvShoot-class
InternalClassUnions

Class unions in 'distrMod'
PosDefSymmMatrix-class

Positive-[Semi-]definite, symmetric matrices
LnormScaleFamily

Generating function for lognormal scale families
QFNorm-class

Norm classes for norms based on quadratic forms
L2ScaleUnknownLocationFamily

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

Class of Symmetries for Distributions
onesidedBias-class

onesided Bias Type
print-methods

Common `print' Methods for S4 classes in Package `distrMod'
fiRisk-class

Finite-sample risk
Confint-class

Confint-class
ParamFamily-class

Parametric family of probability measures.
NormScaleUnknownLocationFamily

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

Family of probability measures
MCEstimate-class

MCEstimate-class.
L2LocationScaleFamily

Generating function for L2LocationScaleFamily-class
Estimate-class

Estimate-class.
asSemivar-class

Semivariance Risk Type
PosDefSymmMatrix

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

Generating function for QFNorm-class
sqrt-methods

Methods for Function sqrt in Package `distrMod'
RiskType-class

Risk
trAsCov

Generating function for trAsCov-class
checkL2deriv

Generic function for checking L2-derivatives
fiMSE-class

Finite-sample mean square error
norm

Norm functions
NormLocationUnknownScaleFamily

Generating function for normal location families with unknown scale as nuisance
L2ParamFamily

Generating function for L2ParamFamily-class
asBias-class

Standardized Asymptotic Bias
fiUnOvShoot-class

Finite-sample under-/overshoot probability
asSemivar

Generating function for asSemivar-class
asCov-class

Asymptotic covariance
asMSE

Generating function for asMSE-class
internal_mlehelpers_for_distrMod

Internal helper functions for treating MCEstimators in package distrMod
existsPIC-methods

Methods for Function existsPIC in Package `distrMod'
trAsCov-class

Trace of asymptotic covariance
OddSymmetric-class

Class for Odd Functions
fiUnOvShoot

Generating function for fiUnOvShoot-class
asHampel

Generating function for asHampel-class
distrModOptions

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

Asymptotic under-/overshoot probability
asymmetricBias-class

asymmetric Bias Type
trFiCov

Generating function for trFiCov-class
distrModMASK

Masking of/by other functions in package "distrMod"
isKerAinKerB

isKerAinKerB
positiveBias

Generating function for onesidedBias-class
symmetricBias-class

symmetric Bias Type
fiHampel-class

Finite-sample Hampel risk
fiCov

Generating function for fiCov-class
fiBias-class

Finite-sample Bias