Learn R Programming

distrMod (version 2.9.4)

Object Oriented Implementation of Probability Models

Description

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

Copy Link

Version

Install

install.packages('distrMod')

Monthly Downloads

1,288

Version

2.9.4

License

LGPL-3

Maintainer

Peter Ruckdeschel

Last Published

September 3rd, 2024

Functions in distrMod (2.9.4)

L2GroupParamFamily-class

L2 differentiable parametric group family
InfoNorm

Generating function for InfoNorm-class
GammaFamily

Generating function for Gamma families
FunctionSymmetry-class

Class of Symmetries for Functions
FunSymmList-class

List of Symmetries for a List of Functions
ExpScaleFamily

Generating function for exponential scale families
EvenSymmetric

Generating function for EvenSymmetric-class
L2LocationFamily-class

L2 differentiable parametric group family
FunSymmList

Generating function for FunSymmList-class
InternalReturnClasses-class

Internal return classes for generating functions
L2LocationFamily

Generating function for L2LocationFamily-class
L2ScaleUnknownLocationFamily

Generating function for L2LocationScaleFamily-class in nuisance situation
L2ParamFamily

Generating function for L2ParamFamily-class
L2ScaleFamily

Generating function for L2ScaleFamily-class
L2LocationScaleFamily-class

L2 differentiable parametric group family
LnormScaleFamily

Generating function for lognormal scale families
L2LocationUnknownScaleFamily

Generating function for L2LocationScaleFamily-class in nuisance situation
L2LocationScaleFamily

Generating function for L2LocationScaleFamily-class
L2ParamFamily-class

L2 differentiable parametric family
L2ScaleFamily-class

L2 differentiable parametric group family
NonSymmetric-class

Class for Non-symmetric Functions
MCEstimator

Function to compute minimum criterion estimates
MCEstimate-class

MCEstimate-class.
MLEstimator

Function to compute maximum likelihood estimates
LogisticLocationScaleFamily

Generating function for Logistic location and scale families
NbinomFamily

Generating function for Nbinomial families
NonSymmetric

Generating function for NonSymmetric-class
ParamFamParameter

Generating function for ParamFamParameter-class
NormLocationScaleFamily

Generating function for normal location and scale families
ParamFamParameter-class

Parameter of a parametric family of probability measures
NormLocationFamily

Generating function for normal location families
MDEstimator

Function to compute minimum distance estimates
NormScaleUnknownLocationFamily

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

Generating function for OddSymmetric-class
NormLocationUnknownScaleFamily

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

Generating function for NormType-class
ParamFamily-class

Parametric family of probability measures.
OddSymmetric-class

Class for Odd Functions
NormScaleFamily

Generating function for normal scale families
NormType-class

Norm Type
QFNorm

Generating function for QFNorm-class
ProbFamily-class

Family of probability measures
asBias-class

Standardized Asymptotic Bias
PoisFamily

Generating function for Poisson families
SelfNorm

Generating function for SelfNorm-class
addAlphTrsp2col

"addAlphTrsp2col"
ParamFamily

Generating function for ParamFamily-class
asMSE

Generating function for asMSE-class
asRisk-class

Aymptotic risk
asSemivar-class

Semivariance Risk Type
asRiskwithBias-class

Aymptotic risk
RiskType-class

Risk
QFNorm-class

Norm classes for norms based on quadratic forms
asCov-class

Asymptotic covariance
asMSE-class

Asymptotic mean square error
asHampel

Generating function for asHampel-class
confint-methods

Methods for function confint in Package `distrMod'
asymmetricBias

Generating function for asymmetricBias-class
distrModOptions

Function to change the global variables of the package `distrMod'
checkL2deriv

Generic function for checking L2-derivatives
distrModMASK

Masking of/by other functions in package "distrMod"
existsPIC-methods

Methods for Function existsPIC in Package `distrMod'
asSemivar

Generating function for asSemivar-class
fiMSE-class

Finite-sample mean square error
asUnOvShoot-class

Asymptotic under-/overshoot probability
fiBias

Generating function for fiBias-class
asCov

Generating function for asCov-class
fiBias-class

Finite-sample Bias
fiMSE

Generating function for fiMSE-class
fiCov-class

Finite-sample covariance
asBias

Generating function for asBias-class
fiCov

Generating function for fiCov-class
fiHampel

Generating function for fiHampel-class
asUnOvShoot

Generating function for asUnOvShoot-class
asHampel-class

Asymptotic Hampel risk
fiHampel-class

Finite-sample Hampel risk
asGRisk-class

Convex asymptotic risk
fiRisk-class

Finite-sample risk
asymmetricBias-class

asymmetric Bias Type
fiUnOvShoot-class

Finite-sample under-/overshoot probability
mceCalc-methods

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

Generating function for fiUnOvShoot-class
modifyModel-methods

Methods for function modifyModel in Package `distrMod'
meRes

helper functions for mceCalc and mleCalc
internals_for_qqplot

Internal functions for qqplot of package distrMod
InternalClassUnions

Class unions in 'distrMod'
isKerAinKerB

isKerAinKerB
internals_for_distrMod

Internal functions of package distrMod
.checkEstClassForParamFamily-methods

Methods for Function .checkEstClassForParamFamily in Package `distrMod'
norm

Norm functions
internal_mlehelpers_for_distrMod

Internal helper functions for treating MCEstimators in package distrMod
returnlevelplot

Methods for Function returnlevelplot in Package `distrMod'
symmetricBias

Generating function for symmetricBias-class
negativeBias

Generating function for onesidedBias-class
print-methods

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

Generating function for onesidedBias-class
trAsCov-class

Trace of asymptotic covariance
symmetricBias-class

symmetric Bias Type
onesidedBias-class

onesided Bias Type
trAsCov

Generating function for trAsCov-class
trFiCov-class

Trace of finite-sample covariance
validParameter-methods

Methods for function validParameter in Package `distrMod'
trafoEst

Function trafoEst in Package `distrMod'
trFiCov

Generating function for trFiCov-class
trafo-methods

Methods for function trafo in Package `distrMod'
qqplot

Methods for Function qqplot in Package `distrMod'
distrMod-package

distrMod -- Object Oriented Implementation of Probability Models
Estimator

Function to compute estimates
CauchyLocationScaleFamily

Generating function for Cauchy location and scale families
BinomFamily

Generating function for Binomial families
EvenSymmetric-class

Class for Even Functions
BetaFamily

Generating function for Beta families
CauchyLocationFamily

Generating function for Cauchy location families
BiasType-class

Bias Type
Confint-class

Confint-class
Estimate-class

Estimate-class.