Learn R Programming
⚠️There's a newer version (2.9.7) of this package.Take me there.

distrMod (version 2.9.1)

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

2,118

Version

2.9.1

License

LGPL-3

Maintainer

Peter Ruckdeschel

Last Published

February 1st, 2024

Functions in distrMod (2.9.1)

BetaFamily

Generating function for Beta families
EvenSymmetric-class

Class for Even Functions
Estimator

Function to compute estimates
CauchyLocationFamily

Generating function for Cauchy location families
Estimate-class

Estimate-class.
BinomFamily

Generating function for Binomial families
distrMod-package

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

Bias Type
CauchyLocationScaleFamily

Generating function for Cauchy location and scale families
Confint-class

Confint-class
EvenSymmetric

Generating function for EvenSymmetric-class
InfoNorm

Generating function for InfoNorm-class
L2GroupParamFamily-class

L2 differentiable parametric group family
FunSymmList

Generating function for FunSymmList-class
FunSymmList-class

List of Symmetries for a List of Functions
ExpScaleFamily

Generating function for exponential scale families
InternalReturnClasses-class

Internal return classes for generating functions
FunctionSymmetry-class

Class of Symmetries for Functions
GammaFamily

Generating function for Gamma families
L2LocationFamily-class

L2 differentiable parametric group family
L2ScaleUnknownLocationFamily

Generating function for L2LocationScaleFamily-class in nuisance situation
LnormScaleFamily

Generating function for lognormal scale families
L2LocationUnknownScaleFamily

Generating function for L2LocationScaleFamily-class in nuisance situation
L2ParamFamily-class

L2 differentiable parametric family
L2LocationScaleFamily-class

L2 differentiable parametric group family
NbinomFamily

Generating function for Nbinomial families
L2ParamFamily

Generating function for L2ParamFamily-class
L2LocationScaleFamily

Generating function for L2LocationScaleFamily-class
L2LocationFamily

Generating function for L2LocationFamily-class
L2ScaleFamily

Generating function for L2ScaleFamily-class
NonSymmetric

Generating function for NonSymmetric-class
MCEstimator

Function to compute minimum criterion estimates
L2ScaleFamily-class

L2 differentiable parametric group family
NormLocationFamily

Generating function for normal location families
LogisticLocationScaleFamily

Generating function for Logistic location and scale families
MCEstimate-class

MCEstimate-class.
NormLocationScaleFamily

Generating function for normal location and scale families
NonSymmetric-class

Class for Non-symmetric Functions
MLEstimator

Function to compute maximum likelihood estimates
NormLocationUnknownScaleFamily

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

Function to compute minimum distance estimates
OddSymmetric-class

Class for Odd Functions
ParamFamParameter

Generating function for ParamFamParameter-class
ParamFamily-class

Parametric family of probability measures.
NormScaleFamily

Generating function for normal scale families
QFNorm-class

Norm classes for norms based on quadratic forms
ParamFamParameter-class

Parameter of a parametric family of probability measures
ProbFamily-class

Family of probability measures
asymmetricBias-class

asymmetric Bias Type
asSemivar-class

Semivariance Risk Type
asSemivar

Generating function for asSemivar-class
asRisk-class

Aymptotic risk
QFNorm

Generating function for QFNorm-class
asRiskwithBias-class

Aymptotic risk
PoisFamily

Generating function for Poisson families
ParamFamily

Generating function for ParamFamily-class
NormType

Generating function for NormType-class
asHampel

Generating function for asHampel-class
asCov-class

Asymptotic covariance
RiskType-class

Risk
asymmetricBias

Generating function for asymmetricBias-class
SelfNorm

Generating function for SelfNorm-class
confint-methods

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

Asymptotic under-/overshoot probability
asBias-class

Standardized Asymptotic Bias
fiMSE-class

Finite-sample mean square error
asGRisk-class

Convex asymptotic risk
asUnOvShoot

Generating function for asUnOvShoot-class
fiHampel-class

Finite-sample Hampel risk
distrModMASK

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

Finite-sample Bias
asHampel-class

Asymptotic Hampel risk
asBias

Generating function for asBias-class
asCov

Generating function for asCov-class
fiUnOvShoot

Generating function for fiUnOvShoot-class
fiHampel

Generating function for fiHampel-class
asMSE

Generating function for asMSE-class
NormScaleUnknownLocationFamily

Generating function for normal scale families with unknown location as nuisance
checkL2deriv

Generic function for checking L2-derivatives
asMSE-class

Asymptotic mean square error
NormType-class

Norm Type
addAlphTrsp2col

"addAlphTrsp2col"
OddSymmetric

Generating function for OddSymmetric-class
fiRisk-class

Finite-sample risk
fiBias

Generating function for fiBias-class
internal_mlehelpers_for_distrMod

Internal helper functions for treating MCEstimators in package distrMod
InternalClassUnions

Class unions in 'distrMod'
trFiCov

Generating function for trFiCov-class
fiMSE

Generating function for fiMSE-class
meRes

helper functions for mceCalc and mleCalc
existsPIC-methods

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

Finite-sample under-/overshoot probability
distrModOptions

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

onesided Bias Type
internals_for_qqplot

Internal functions for qqplot of package distrMod
internals_for_distrMod

Internal functions of package distrMod
print-methods

Common `print' Methods for S4 classes in Package `distrMod'
trafo-methods

Methods for function trafo in Package `distrMod'
isKerAinKerB

isKerAinKerB
trAsCov

Generating function for trAsCov-class
symmetricBias

Generating function for symmetricBias-class
trFiCov-class

Trace of finite-sample covariance
.checkEstClassForParamFamily-methods

Methods for Function .checkEstClassForParamFamily in Package `distrMod'
fiCov-class

Finite-sample covariance
validParameter-methods

Methods for function validParameter in Package `distrMod'
fiCov

Generating function for fiCov-class
trafoEst

Function trafoEst in Package `distrMod'
mceCalc-methods

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

Generating function for onesidedBias-class
trAsCov-class

Trace of asymptotic covariance
qqplot

Methods for Function qqplot in Package `distrMod'
positiveBias

Generating function for onesidedBias-class
symmetricBias-class

symmetric Bias Type
norm

Norm functions
modifyModel-methods

Methods for function modifyModel in Package `distrMod'
returnlevelplot

Methods for Function returnlevelplot in Package `distrMod'