Package: distrMod 2.9.4

Peter Ruckdeschel

distrMod: Object Oriented Implementation of Probability Models

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

Authors:Matthias Kohl [aut, cph], Peter Ruckdeschel [cre, cph], R Core Team [ctb, cph]

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distrMod.pdf |distrMod.html✨
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NEWS

# Install 'distrMod' in R:

install.packages('distrMod', repos = c('https://r-forge.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://r-forge.r-project.org/projects/distr

On CRAN:

170 exports 2.49 score 6 dependencies 6 dependents 142 scripts 807 downloads

Last updated 3 days agofrom:080fbf846e. Checks:OK: 7. Indexed: yes.

Target	Result	Date
Doc / Vignettes	OK	Sep 04 2024
R-4.5-win	OK	Sep 04 2024
R-4.5-linux	OK	Sep 04 2024
R-4.4-win	OK	Sep 04 2024
R-4.4-mac	OK	Sep 04 2024
R-4.3-win	OK	Sep 04 2024
R-4.3-mac	OK	Sep 04 2024

Exports:.checkEstClassForParamFamily .CvMMDCovariance .CvMMDCovarianceWithMux .deleteDim .isUnitMatrix .oldCvMMDCovariance addAlphTrsp2col addInfo<-addProp<-asBias asCov asHampel asMSE asSemivar asUnOvShoot asvar asvar<-asymmetricBias BetaFamily biastype biastype<-BinomFamily bound call.estimate CauchyFamily CauchyLocationFamily CauchyLocationScaleFamily checkL2deriv coerce completecases confint criterion criterion.fct criterion<-CvMMDEstimator d dimension distribution distrModMASK distrModoptions distrModOptions distrSymm E estimate estimate.call Estimator EuclideanNorm EvenSymmetric existsPIC ExpScaleFamily fam.call fct fct<-fiBias fiCov fiHampel fiMSE FisherInfo fiUnOvShoot fixed fixed.estimate fixed<-FunSymmList GammaFamily get.criterion.fct getdistrModOption HellingerMDEstimator InfoNorm Infos Infos<-isKerAinKerB KolmogorovMDEstimator L2deriv L2derivDistr L2derivDistrSymm L2derivSymm L2LocationFamily L2LocationScaleFamily L2LocationUnknownScaleFamily L2ParamFamily L2ScaleFamily L2ScaleUnknownLocationFamily LnormScaleFamily locscalename LogDeriv LogisticFamily LogisticLocationScaleFamily LOGISTINT2 main main<-makeOKPar mceCalc MCEstimator MDEstimator meRes method mleCalc MLEstimator modifyModel modifyParam name name.estimate name<-NbinomFamily NbinomMeanSizeFamily NbinomwithSizeFamily negativeBias NonSymmetric norm NormFamily NormLocationFamily NormLocationScaleFamily NormLocationUnknownScaleFamily NormScaleFamily NormScaleUnknownLocationFamily normtype NormType normtype<-nu nu<-nuisance nuisance.estimate nuisance<-OddSymmetric optimReturn optimwarn p param ParamFamily ParamFamParameter plot PoisFamily positiveBias print profile props props<-q q.l QFNorm qqplot QuadForm QuadForm<-QuadFormNorm r returnlevelplot samplesize samplesize.estimate scalename scaleshapename scaleshapename<-SelfNorm show sign<-startPar symmetricBias TotalVarMDEstimator trafo trafo.estimate trafo.fct trafo<-trafoEst trAsCov trFiCov untransformed.asvar untransformed.estimate validParameter width withPosRestr withPosRestr<-

Dependencies:distr distrEx MASS RandVar sfsmisc startupmsg

R Package distrMod: S4 Classes and Methods for Probability Models

Rendered fromdistrMod.Rnwusingutils::Sweaveon Sep 04 2024.

Last update: 2019-03-31
Started: 2011-11-18

Citation

Development and contributors

Readme and manuals

Help Manual

Help page	Topics
distrMod - Object Oriented Implementation of Probability Models	distrMod-package distrMod
Methods for Function .checkEstClassForParamFamily in Package `distrMod'	.checkEstClassForParamFamily .checkEstClassForParamFamily,ANY,ANY-method .checkEstClassForParamFamily,ANY-method .checkEstClassForParamFamily-methods
"addAlphTrsp2col"	addAlphTrsp2col
Generating function for asBias-class	asBias
Standardized Asymptotic Bias	asBias-class
Generating function for asCov-class	asCov
Asymptotic covariance	asCov-class
Convex asymptotic risk	asGRisk-class
Generating function for asHampel-class	asHampel
Asymptotic Hampel risk	asHampel-class bound bound,asHampel-method show,asHampel-method
Generating function for asMSE-class	asMSE
Asymptotic mean square error	asMSE-class
Aymptotic risk	asRisk-class
Aymptotic risk	asRiskwithBias-class biastype biastype,asRiskwithBias-method biastype<- biastype<-,asRiskwithBias-method norm norm,asRiskwithBias-method normtype normtype,asRiskwithBias-method normtype<- normtype<-,asRiskwithBias-method
Generating function for asSemivar-class	asSemivar
Semivariance Risk Type	asSemivar-class sign,asSemivar-method sign<-,asSemivar-method
Generating function for asUnOvShoot-class	asUnOvShoot
Asymptotic under-/overshoot probability	asUnOvShoot-class show,asUnOvShoot-method width width,asUnOvShoot-method
Generating function for asymmetricBias-class	asymmetricBias
asymmetric Bias Type	asymmetricBias-class nu nu,asymmetricBias-method nu<- nu<-,asymmetricBias-method
Generating function for Beta families	BetaFamily
Bias Type	BiasType-class name,BiasType-method name<-,BiasType-method
Generating function for Binomial families	BinomFamily
Generating function for Cauchy location families	CauchyLocationFamily
Generating function for Cauchy location and scale families	CauchyFamily CauchyLocationScaleFamily
Generic function for checking L2-derivatives	checkL2deriv print.relMatrix
Confint-class	call.estimate call.estimate,Confint-method completecases.estimate completecases.estimate,Confint-method confint,Confint,missing-method Confint-class fixed.estimate fixed.estimate,Confint-method name.estimate name.estimate,Confint-method nuisance.estimate nuisance.estimate,Confint-method print,Confint-method samplesize.estimate samplesize.estimate,Confint-method show,Confint-method trafo.estimate trafo.estimate,Confint-method type,Confint-method
Methods for function confint in Package `distrMod'	confint confint,ANY,missing-method confint,Estimate,missing-method confint,mle,missing-method confint,profile.mle,missing-method confint-methods
Masking of/by other functions in package "distrMod"	distrModMASK MASKING
Function to change the global variables of the package `distrMod'	distrModOptions distrModoptions getdistrModOption show.details
Estimate-class.	addInfo<- addInfo<-,Estimate-method asvar asvar,Estimate-method asvar<- asvar<-,Estimate-method completecases completecases,Estimate-method estimate estimate,Estimate-method Estimate-class estimate.call estimate.call,Estimate-method fixed,Estimate-method Infos Infos,Estimate-method Infos<- Infos<-,Estimate-method main,Estimate-method name,Estimate-method name<-,Estimate-method nuisance,Estimate-method print,Estimate-method samplesize samplesize,Estimate-method show,Estimate-method untransformed.asvar untransformed.asvar,Estimate-method untransformed.estimate untransformed.estimate,Estimate-method
Function to compute estimates	Estimator
Generating function for EvenSymmetric-class	EvenSymmetric
Class for Even Functions	EvenSymmetric-class
Methods for Function existsPIC in Package `distrMod'	existsPIC existsPIC,L2ParamFamily-method existsPIC-methods
Generating function for exponential scale families	ExpScaleFamily
Generating function for fiBias-class	fiBias
Finite-sample Bias	fiBias-class
Generating function for fiCov-class	fiCov
Finite-sample covariance	fiCov-class
Generating function for fiHampel-class	fiHampel
Finite-sample Hampel risk	bound,fiHampel-method fiHampel-class show,fiHampel-method
Generating function for fiMSE-class	fiMSE
Finite-sample mean square error	fiMSE-class
Finite-sample risk	fiRisk-class
Generating function for fiUnOvShoot-class	fiUnOvShoot
Finite-sample under-/overshoot probability	fiUnOvShoot-class show,fiUnOvShoot-method width,fiUnOvShoot-method
Class of Symmetries for Functions	FunctionSymmetry-class
Generating function for FunSymmList-class	FunSymmList
List of Symmetries for a List of Functions	FunSymmList-class
Generating function for Gamma families	GammaFamily
Generating function for InfoNorm-class	InfoNorm
isKerAinKerB	isKerAinKerB
L2 differentiable parametric group family	L2GroupParamFamily-class LogDeriv LogDeriv,L2GroupParamFamily-method LogDeriv<- LogDeriv<-,L2GroupParamFamily-method
Generating function for L2LocationFamily-class	L2LocationFamily
L2 differentiable parametric group family	L2LocationFamily-class
Generating function for L2LocationScaleFamily-class	L2LocationScaleFamily
L2 differentiable parametric group family	L2LocationScaleFamily-class
Generating function for L2LocationScaleFamily-class in nuisance situation	L2LocationUnknownScaleFamily
Generating function for L2ParamFamily-class	L2ParamFamily
L2 differentiable parametric family	checkL2deriv,L2ParamFamily-method E,L2ParamFamily,EuclRandMatrix,missing-method E,L2ParamFamily,EuclRandVariable,missing-method E,L2ParamFamily,EuclRandVarList,missing-method FisherInfo FisherInfo,L2ParamFamily,missing-method FisherInfo,L2ParamFamily,ParamFamParameter-method L2deriv L2deriv,L2ParamFamily,missing-method L2deriv,L2ParamFamily,ParamFamParameter-method L2derivDistr L2derivDistr,L2ParamFamily-method L2derivDistrSymm L2derivDistrSymm,L2ParamFamily-method L2derivSymm L2derivSymm,L2ParamFamily-method L2ParamFamily-class plot plot,L2ParamFamily,missing-method plot-methods
Generating function for L2ScaleFamily-class	L2ScaleFamily
L2 differentiable parametric group family	L2ScaleFamily-class
Generating function for L2LocationScaleFamily-class in nuisance situation	L2ScaleUnknownLocationFamily
Generating function for lognormal scale families	LnormScaleFamily
Generating function for Logistic location and scale families	LogisticFamily LogisticLocationScaleFamily LOGISTINT2
Methods for functions mceCalc and mleCalc in Package `distrMod'	mceCalc mceCalc,numeric,ParamFamily-method mceCalc-methods mleCalc mleCalc,numeric,BinomFamily-method mleCalc,numeric,NormLocationFamily-method mleCalc,numeric,NormLocationScaleFamily-method mleCalc,numeric,NormScaleFamily-method mleCalc,numeric,ParamFamily-method mleCalc,numeric,PoisFamily-method mleCalc-methods
MCEstimate-class.	coerce,MCEstimate,mle-method criterion criterion,MCEstimate-method criterion.fct criterion.fct,MCEstimate-method criterion<- criterion<-,MCEstimate-method CvMMDEstimate-class MCEstimate-class MDEstimate-class method method,MCEstimate-method MLEstimate-class optimReturn optimReturn,MCEstimate-method optimwarn optimwarn,MCEstimate-method profile,MCEstimate-method show,MCEstimate-method startPar,MCEstimate-method
Function to compute minimum criterion estimates	MCEstimator
Function to compute minimum distance estimates	CvMDist2 CvMMDEstimator HellingerMDEstimator KolmogorovMDEstimator MDEstimator TotalVarMDEstimator
helper functions for mceCalc and mleCalc	get.criterion.fct meRes samplesize,numeric-method
Function to compute maximum likelihood estimates	MLEstimator
Methods for function modifyModel in Package `distrMod'	modifyModel modifyModel,ExpScaleFamily,ParamFamParameter-method modifyModel,GammaFamily,ParamFamParameter-method modifyModel,L2LocationFamily,ParamFamParameter-method modifyModel,L2LocationScaleFamily,ParamFamParameter-method modifyModel,L2ParamFamily,ParamFamParameter-method modifyModel,L2ScaleFamily,ParamFamParameter-method modifyModel,ParamFamily,ParamFamParameter-method modifyModel-methods
Generating function for Nbinomial families	NbinomFamily NbinomMeanSizeFamily NbinomwithSizeFamily
Generating function for onesidedBias-class	negativeBias
Generating function for NonSymmetric-class	NonSymmetric
Class for Non-symmetric Functions	NonSymmetric-class
Norm functions	EuclideanNorm QuadFormNorm
Generating function for normal location families	NormLocationFamily
Generating function for normal location and scale families	NormFamily NormLocationScaleFamily
Generating function for normal location families with unknown scale as nuisance	NormLocationUnknownScaleFamily
Generating function for normal scale families	NormScaleFamily
Generating function for normal scale families with unknown location as nuisance	NormScaleUnknownLocationFamily
Generating function for NormType-class	NormType
Norm Type	fct fct,NormType-method fct<- fct<-,NormType-method name,NormType-method name<-,NormType-method NormType-class
Generating function for OddSymmetric-class	OddSymmetric
Class for Odd Functions	OddSymmetric-class
onesided Bias Type	onesidedBias-class sign sign,onesidedBias-method sign<- sign<-,onesidedBias-method
Generating function for ParamFamily-class	ParamFamily
Parametric family of probability measures.	fam.call fam.call,ParamFamily-method fixed,ParamFamily-method main,ParamFamily-method makeOKPar makeOKPar,ParamFamily-method modifyParam modifyParam,ParamFamily-method nuisance,ParamFamily-method param,ParamFamily-method ParamFamily-class plot,ParamFamily,missing-method show,ParamFamily-method startPar startPar,ParamFamily-method
Generating function for ParamFamParameter-class	ParamFamParameter
Parameter of a parametric family of probability measures	dimension,ParamFamParameter-method fixed fixed,ParamFamParameter-method fixed,ParamWithScaleAndShapeFamParameter-method fixed<- fixed<-,ParamFamParameter-method length,ParamFamParameter-method main main,ParamFamParameter-method main,ParamWithScaleAndShapeFamParameter-method main<- main<-,ParamFamParameter-method nuisance nuisance,ParamFamParameter-method nuisance,ParamWithScaleAndShapeFamParameter-method nuisance<- nuisance<-,ParamFamParameter-method ParamFamParameter-class ParamWithScaleAndShapeFamParameter-class ParamWithScaleFamParameter-class ParamWithShapeFamParameter-class show,ParamFamParameter-method show,ParamWithScaleAndShapeFamParameter-method show,ParamWithShapeFamParameter-method withPosRestr withPosRestr,ParamWithShapeFamParameter-method withPosRestr<- withPosRestr<-,ParamWithShapeFamParameter-method
Generating function for Poisson families	PoisFamily
Generating function for onesidedBias-class	positiveBias
Common `print' Methods for S4 classes in Package `distrMod'	print,ShowDetails-method print-methods
Family of probability measures	addProp<- addProp<-,ProbFamily-method d,ProbFamily-method distribution distribution,ProbFamily-method distrSymm distrSymm,ProbFamily-method name,ProbFamily-method name<-,ProbFamily-method p,ProbFamily-method ProbFamily-class props props,ProbFamily-method props<- props<-,ProbFamily-method q,ProbFamily-method q.l,ProbFamily-method r,ProbFamily-method
Generating function for QFNorm-class	QFNorm
Norm classes for norms based on quadratic forms	InfoNorm-class QFNorm-class QuadForm QuadForm,QFNorm-method QuadForm<- QuadForm<-,QFNorm-method SelfNorm-class
Methods for Function qqplot in Package `distrMod'	qqplot qqplot,ANY,Estimate-method qqplot,ANY,ProbFamily-method qqplot,ANY,UnivariateDistribution-method qqplot-methods
Methods for Function returnlevelplot in Package `distrMod'	returnlevelplot returnlevelplot,ANY,Estimate-method returnlevelplot,ANY,ProbFamily-method returnlevelplot,ANY,UnivariateDistribution-method returnlevelplot-methods
Risk	RiskType-class show,RiskType-method type,RiskType-method
Generating function for SelfNorm-class	SelfNorm
Generating function for symmetricBias-class	symmetricBias
symmetric Bias Type	symmetricBias-class
Methods for function trafo in Package `distrMod'	trafo trafo,Estimate,missing-method trafo,Estimate,ParamFamParameter-method trafo,ParamFamily,missing-method trafo,ParamFamily,ParamFamParameter-method trafo,ParamFamParameter,missing-method trafo,ParamWithScaleAndShapeFamParameter,missing-method trafo-methods trafo.fct trafo.fct,ParamFamily-method trafo.fct-methods trafo<- trafo<-,ParamFamily-method trafo<-,ParamFamParameter-method
Function trafoEst in Package `distrMod'	trafoEst
Generating function for trAsCov-class	trAsCov
Trace of asymptotic covariance	trAsCov-class
Generating function for trFiCov-class	trFiCov
Trace of finite-sample covariance	trFiCov-class
Methods for function validParameter in Package `distrMod'	validParameter validParameter,BinomFamily-method validParameter,L2LocationFamily-method validParameter,L2LocationScaleFamily-method validParameter,L2ScaleFamily-method validParameter,L2ScaleShapeUnion-method validParameter,L2ScaleUnion-method validParameter,ParamFamily-method validParameter,PoisFamily-method validParameter-methods