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distrMod (version 2.9.7)

Object Oriented Implementation of Probability Models

Description

Implements S4 classes for probability models based on packages 'distr' and 'distrEx'.

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Version

Install

install.packages('distrMod')

Monthly Downloads

1,133

Version

2.9.7

License

LGPL-3

Maintainer

Peter Ruckdeschel

Last Published

January 14th, 2025

Functions in distrMod (2.9.7)

CauchyLocationFamily

Generating function for Cauchy location families
CauchyLocationScaleFamily

Generating function for Cauchy location and scale families
Estimator

Function to compute estimates
BiasType-class

Bias Type
BinomFamily

Generating function for Binomial families
EvenSymmetric-class

Class for Even Functions
distrMod-package

distrMod -- Object Oriented Implementation of Probability Models
Estimate-class

Estimate-class.
Confint-class

Confint-class
BetaFamily

Generating function for Beta families
FunSymmList-class

List of Symmetries for a List of Functions
InfoNorm

Generating function for InfoNorm-class
EvenSymmetric

Generating function for EvenSymmetric-class
FunctionSymmetry-class

Class of Symmetries for Functions
GammaFamily

Generating function for Gamma families
ExpScaleFamily

Generating function for exponential scale families
L2LocationFamily-class

L2 differentiable parametric group family
L2GroupParamFamily-class

L2 differentiable parametric group family
FunSymmList

Generating function for FunSymmList-class
InternalReturnClasses-class

Internal return classes for generating functions
L2LocationScaleFamily-class

L2 differentiable parametric group family
L2ScaleUnknownLocationFamily

Generating function for L2LocationScaleFamily-class in nuisance situation
LnormScaleFamily

Generating function for lognormal scale families
L2LocationScaleFamily

Generating function for L2LocationScaleFamily-class
L2LocationFamily

Generating function for L2LocationFamily-class
L2LocationUnknownScaleFamily

Generating function for L2LocationScaleFamily-class in nuisance situation
L2ParamFamily

Generating function for L2ParamFamily-class
L2ScaleFamily-class

L2 differentiable parametric group family
L2ParamFamily-class

L2 differentiable parametric family
L2ScaleFamily

Generating function for L2ScaleFamily-class
MLEstimator

Function to compute maximum likelihood estimates
LogisticLocationScaleFamily

Generating function for Logistic location and scale families
NbinomFamily

Generating function for Nbinomial families
NonSymmetric-class

Class for Non-symmetric Functions
MCEstimator

Function to compute minimum criterion estimates
NonSymmetric

Generating function for NonSymmetric-class
MDEstimator

Function to compute minimum distance estimates
MCEstimate-class

MCEstimate-class.
NormScaleUnknownLocationFamily

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

Generating function for NormType-class
ParamFamParameter

Generating function for ParamFamParameter-class
OddSymmetric-class

Class for Odd Functions
NormLocationScaleFamily

Generating function for normal location and scale families
OddSymmetric

Generating function for OddSymmetric-class
NormLocationFamily

Generating function for normal location families
QFNorm-class

Norm classes for norms based on quadratic forms
NormScaleFamily

Generating function for normal scale families
NormType-class

Norm Type
PoisFamily

Generating function for Poisson families
ParamFamily

Generating function for ParamFamily-class
SelfNorm

Generating function for SelfNorm-class
asBias

Generating function for asBias-class
RiskType-class

Risk
asMSE

Generating function for asMSE-class
NormLocationUnknownScaleFamily

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

Standardized Asymptotic Bias
asUnOvShoot

Generating function for asUnOvShoot-class
asymmetricBias-class

asymmetric Bias Type
addAlphTrsp2col

"addAlphTrsp2col"
QFNorm

Generating function for QFNorm-class
asRisk-class

Aymptotic risk
asCov-class

Asymptotic covariance
ParamFamParameter-class

Parameter of a parametric family of probability measures
ProbFamily-class

Family of probability measures
ParamFamily-class

Parametric family of probability measures.
asGRisk-class

Convex asymptotic risk
asCov

Generating function for asCov-class
asHampel

Generating function for asHampel-class
asRiskwithBias-class

Aymptotic risk
fiMSE

Generating function for fiMSE-class
fiMSE-class

Finite-sample mean square error
distrModOptions

Function to change the global variables of the package `distrMod'
asymmetricBias

Generating function for asymmetricBias-class
fiCov

Generating function for fiCov-class
checkL2deriv

Generic function for checking L2-derivatives
fiCov-class

Finite-sample covariance
asSemivar-class

Semivariance Risk Type
asUnOvShoot-class

Asymptotic under-/overshoot probability
fiHampel-class

Finite-sample Hampel risk
asSemivar

Generating function for asSemivar-class
fiHampel

Generating function for fiHampel-class
asHampel-class

Asymptotic Hampel risk
mceCalc-methods

Methods for functions mceCalc and mleCalc in Package `distrMod'
internal_mlehelpers_for_distrMod

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

Methods for Function existsPIC in Package `distrMod'
InternalClassUnions

Class unions in 'distrMod'
asMSE-class

Asymptotic mean square error
confint-methods

Methods for function confint in Package `distrMod'
distrModMASK

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

Finite-sample under-/overshoot probability
modifyModel-methods

Methods for function modifyModel in Package `distrMod'
fiRisk-class

Finite-sample risk
meRes

helper functions for mceCalc and mleCalc
print-methods

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

isKerAinKerB
fiUnOvShoot

Generating function for fiUnOvShoot-class
fiBias-class

Finite-sample Bias
fiBias

Generating function for fiBias-class
qqplot

Methods for Function qqplot in Package `distrMod'
trFiCov

Generating function for trFiCov-class
.checkEstClassForParamFamily-methods

Methods for Function .checkEstClassForParamFamily in Package `distrMod'
positiveBias

Generating function for onesidedBias-class
negativeBias

Generating function for onesidedBias-class
onesidedBias-class

onesided Bias Type
norm

Norm functions
symmetricBias-class

symmetric Bias Type
trafo-methods

Methods for function trafo in Package `distrMod'
internals_for_qqplot

Internal functions for qqplot of package distrMod
returnlevelplot

Methods for Function returnlevelplot in Package `distrMod'
trAsCov

Generating function for trAsCov-class
trFiCov-class

Trace of finite-sample covariance
internals_for_distrMod

Internal functions of package distrMod
trAsCov-class

Trace of asymptotic covariance
symmetricBias

Generating function for symmetricBias-class
validParameter-methods

Methods for function validParameter in Package `distrMod'
trafoEst

Function trafoEst in Package `distrMod'