Package: distrEx 2.9.5
Matthias Kohl
distrEx: Extensions of Package 'distr'
Extends package 'distr' by functionals, distances, and conditional distributions.
Authors:
distrEx_2.9.5.tar.gz
distrEx_2.9.5.zip(r-4.5)distrEx_2.9.5.zip(r-4.4)distrEx_2.9.5.zip(r-4.3)
distrEx_2.9.5.tgz(r-4.4-x86_64)distrEx_2.9.5.tgz(r-4.4-arm64)distrEx_2.9.5.tgz(r-4.3-x86_64)distrEx_2.9.5.tgz(r-4.3-arm64)
distrEx_2.9.5.tar.gz(r-4.5-noble)distrEx_2.9.5.tar.gz(r-4.4-noble)
distrEx_2.9.5.tgz(r-4.4-emscripten)distrEx_2.9.5.tgz(r-4.3-emscripten)
distrEx.pdf |distrEx.html✨
distrEx/json (API)
NEWS
| # Install 'distrEx' in R: |
| install.packages('distrEx', repos = c('https://r-forge.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://r-forge.r-project.org/projects/distr
Last updated 2 months agofrom:7fc1ebc4a4. Checks:OK: 1 NOTE: 8. Indexed: yes.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Dec 06 2024 |
| R-4.5-win-x86_64 | NOTE | Dec 06 2024 |
| R-4.5-linux-x86_64 | NOTE | Dec 06 2024 |
| R-4.4-win-x86_64 | NOTE | Dec 06 2024 |
| R-4.4-mac-x86_64 | NOTE | Dec 06 2024 |
| R-4.4-mac-aarch64 | NOTE | Dec 06 2024 |
| R-4.3-win-x86_64 | NOTE | Dec 06 2024 |
| R-4.3-mac-x86_64 | NOTE | Dec 06 2024 |
| R-4.3-mac-aarch64 | NOTE | Dec 06 2024 |
Exports:.filterEargs.filterFunargs.getIntbounds.nmsToGather.qtlIntegrate.reorganizeDiagnosticList.showallNamesDiagnosticListAsymTotalVarDistcoercecondContaminationSizeConvexContaminationCvMDistDiscreteMVDistributiondistrExIntegratedistrExMASKdistrExMOVEDdistrExoptionsdistrExOptionsEEmpiricalMVDistributionEuclConditiongetDiagnosticgetdistrExOptionGLIntegrateHellingerDistIQRKolmogorovDistkurtosisliesInSupportLMCondDistributionLMParameterlocationlocation<-m1dfm2dfmadmake01medianMinMin<-namename<-OAsymTotalVarDistplotprint.DiagnosticClassPrognCondDistributionPrognConditionRangescalescale<-sdshapeshape<-showshowDiagnosticskewnesssupportTotalVarDistvar
Dependencies:distrMASSsfsmiscstartupmsg
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| distrEx - Extensions of Package distr | distrEx-package distrEx |
| Absolutely continuous conditional distribution | AbscontCondDistribution-class |
| Generic function for the computation of asymmetric total variation distance of two distributions | AsymTotalVarDist AsymTotalVarDist,AbscontDistribution,AbscontDistribution-method AsymTotalVarDist,AbscontDistribution,DiscreteDistribution-method AsymTotalVarDist,AbscontDistribution,numeric-method AsymTotalVarDist,AcDcLcDistribution,AcDcLcDistribution-method AsymTotalVarDist,DiscreteDistribution,AbscontDistribution-method AsymTotalVarDist,DiscreteDistribution,DiscreteDistribution-method AsymTotalVarDist,DiscreteDistribution,LatticeDistribution-method AsymTotalVarDist,DiscreteDistribution,numeric-method AsymTotalVarDist,LatticeDistribution,DiscreteDistribution-method AsymTotalVarDist,LatticeDistribution,LatticeDistribution-method AsymTotalVarDist,numeric,AbscontDistribution-method AsymTotalVarDist,numeric,DiscreteDistribution-method AsymTotalVarDist-methods |
| Conditions | Condition-class name,Condition-method name<-,Condition-method |
| Generic Function for the Computation of the Convex Contamination (Pseudo-)Distance of Two Distributions | ContaminationSize ContaminationSize,AbscontDistribution,AbscontDistribution-method ContaminationSize,AcDcLcDistribution,AcDcLcDistribution-method ContaminationSize,DiscreteDistribution,DiscreteDistribution-method ContaminationSize,DiscreteDistribution,LatticeDistribution-method ContaminationSize,LatticeDistribution,DiscreteDistribution-method ContaminationSize,LatticeDistribution,LatticeDistribution-method ContaminationSize-methods |
| Generic Function for Generating Convex Contaminations | ConvexContamination ConvexContamination,AbscontDistribution,AbscontDistribution,numeric-method ConvexContamination,AbscontDistribution,UnivariateDistribution,numeric-method ConvexContamination,AcDcLcDistribution,AcDcLcDistribution,numeric-method ConvexContamination,DiscreteDistribution,DiscreteDistribution,numeric-method ConvexContamination,DiscreteDistribution,LatticeDistribution,numeric-method ConvexContamination,LatticeDistribution,DiscreteDistribution,numeric-method ConvexContamination,LatticeDistribution,LatticeDistribution,numeric-method ConvexContamination,UnivariateDistribution,UnivariateDistribution,numeric-method ConvexContamination-methods |
| Generic function for the computation of the Cramer - von Mises distance of two distributions | CvMDist CvMDist,numeric,UnivariateDistribution-method CvMDist,UnivariateDistribution,UnivariateDistribution-method CvMDist-methods |
| Methods for Function dim in Package `distrEx' | dim dim,DiscreteMVDistribution-method dim-methods |
| Discrete conditional distribution | DiscreteCondDistribution-class |
| Generating function for multivariate discrete distribution | DiscreteMVDistribution |
| Discrete Multivariate Distributions | DiscreteMVDistribution-class support,DiscreteMVDistribution-method |
| Integration of One-Dimensional Functions | distrExIntegrate getDiagnostic print.DiagnosticClass showDiagnostic |
| Masking of/by other functions in package "distrEx" | distrExMASK MASKING |
| Moved functionality from package "distrEx" | distrExMOVED MOVEDING |
| Function to change the global variables of the package `distrEx' | distrExOptions distrExoptions ElowerTruncQuantile ErelativeTolerance EupperTruncQuantile getdistrExOption GLIntegrateOrder GLIntegrateTruncQuantile hSmooth IQR.fac m1dfLowerTruncQuantile m1dfRelativeTolerance m2dfLowerTruncQuantile m2dfRelativeTolerance MCIterations nDiscretize propagate.names.functionals |
| Generic Function for the Computation of (Conditional) Expectations | .qtlIntegrate E E,AbscontCondDistribution,function,numeric-method E,AbscontCondDistribution,missing,numeric-method E,AbscontDistribution,function,missing-method E,AbscontDistribution,missing,missing-method E,AcDcLcDistribution,ANY,ANY-method E,AffLinAbscontDistribution,missing,missing-method E,AffLinDiscreteDistribution,missing,missing-method E,AffLinDistribution,missing,missing-method E,AffLinLatticeDistribution,missing,missing-method E,AffLinUnivarLebDecDistribution,missing,missing-method E,Arcsine,missing,missing-method E,Beta,missing,missing-method E,Binom,missing,missing-method E,Cauchy,function,missing-method E,Cauchy,missing,missing-method E,Chisq,missing,missing-method E,CompoundDistribution,missing,missing-method E,DExp,missing,missing-method E,Dirac,missing,missing-method E,DiscreteCondDistribution,function,numeric-method E,DiscreteCondDistribution,missing,numeric-method E,DiscreteDistribution,function,missing-method E,DiscreteDistribution,missing,missing-method E,DiscreteMVDistribution,function,missing-method E,DiscreteMVDistribution,missing,missing-method E,Exp,missing,missing-method E,Fd,missing,missing-method E,Gammad,function,missing-method E,Gammad,missing,missing-method E,Geom,missing,missing-method E,Hyper,missing,missing-method E,LatticeDistribution,function,missing-method E,LatticeDistribution,missing,missing-method E,Lnorm,missing,missing-method E,Logis,missing,missing-method E,MultivariateDistribution,function,missing-method E,MultivariateDistribution,missing,missing-method E,Nbinom,missing,missing-method E,Norm,missing,missing-method E,Pois,missing,missing-method E,Td,missing,missing-method E,Unif,missing,missing-method E,UnivariateCondDistribution,function,numeric-method E,UnivariateCondDistribution,missing,numeric-method E,UnivariateDistribution,function,missing-method E,UnivariateDistribution,missing,missing-method E,UnivarLebDecDistribution,function,ANY-method E,UnivarLebDecDistribution,function,missing-method E,UnivarLebDecDistribution,missing,ANY-method E,UnivarLebDecDistribution,missing,missing-method E,UnivarMixingDistribution,function,ANY-method E,UnivarMixingDistribution,function,missing-method E,UnivarMixingDistribution,missing,ANY-method E,UnivarMixingDistribution,missing,missing-method E,Weibull,function,missing-method E,Weibull,missing,missing-method E-methods |
| Generating function for mulitvariate discrete distribution | EmpiricalMVDistribution |
| Generating function for EuclCondition-class | EuclCondition |
| Conditioning by an Euclidean space. | EuclCondition-class Range Range,EuclCondition-method show,EuclCondition-method |
| Gauss-Legendre Quadrature | GLIntegrate |
| Generic function for the computation of the Hellinger distance of two distributions | HellingerDist HellingerDist,AbscontDistribution,AbscontDistribution-method HellingerDist,AbscontDistribution,DiscreteDistribution-method HellingerDist,AbscontDistribution,numeric-method HellingerDist,AcDcLcDistribution,AcDcLcDistribution-method HellingerDist,DiscreteDistribution,AbscontDistribution-method HellingerDist,DiscreteDistribution,DiscreteDistribution-method HellingerDist,DiscreteDistribution,LatticeDistribution-method HellingerDist,DiscreteDistribution,numeric-method HellingerDist,DiscreteMVDistribution,DiscreteMVDistribution-method HellingerDist,LatticeDistribution,DiscreteDistribution-method HellingerDist,LatticeDistribution,LatticeDistribution-method HellingerDist,numeric,AbscontDistribution-method HellingerDist,numeric,DiscreteDistribution-method HellingerDist-methods |
| Generic function for the computation of the Kolmogorov distance of two distributions | KolmogorovDist KolmogorovDist,AbscontDistribution,AbscontDistribution-method KolmogorovDist,AbscontDistribution,DiscreteDistribution-method KolmogorovDist,AcDcLcDistribution,AcDcLcDistribution-method KolmogorovDist,DiscreteDistribution,AbscontDistribution-method KolmogorovDist,DiscreteDistribution,DiscreteDistribution-method KolmogorovDist,DiscreteDistribution,LatticeDistribution-method KolmogorovDist,LatticeDistribution,DiscreteDistribution-method KolmogorovDist,LatticeDistribution,LatticeDistribution-method KolmogorovDist,numeric,UnivariateDistribution-method KolmogorovDist,UnivariateDistribution,numeric-method KolmogorovDist-methods |
| Generic Function for Testing the Support of a Distribution | liesInSupport,DiscreteMVDistribution,matrix-method liesInSupport,DiscreteMVDistribution,numeric-method |
| Generating function for the conditional distribution of a linear regression model. | LMCondDistribution |
| Generating function for LMParameter-class | LMParameter |
| Parameter of a linear regression model | LMParameter-class show,LMParameter-method |
| Generic Function for the Computation of Clipped First Moments | m1df m1df,AbscontDistribution-method m1df,AffLinDistribution-method m1df,Binom-method m1df,Chisq-method m1df,Exp-method m1df,LatticeDistribution-method m1df,Norm-method m1df,Pois-method m1df,UnivariateDistribution-method m1df-methods |
| Generic function for the computation of clipped second moments | m2df m2df,AbscontDistribution-method m2df,AffLinDistribution-method m2df,Binom-method m2df,Chisq-method m2df,Exp-method m2df,LatticeDistribution-method m2df,Norm-method m2df,Pois-method m2df,UnivariateDistribution-method m2df-methods |
| Centering and Standardization of Univariate Distributions | make01 |
| Multivariate Distributions | MultivariateDistribution-class plot,MultivariateDistribution-method show,MultivariateDistribution-method |
| Generic function for the computation of (minimal) asymmetric total variation distance of two distributions | OAsymTotalVarDist OAsymTotalVarDist,AbscontDistribution,AbscontDistribution-method OAsymTotalVarDist,AbscontDistribution,DiscreteDistribution-method OAsymTotalVarDist,AbscontDistribution,numeric-method OAsymTotalVarDist,AcDcLcDistribution,AcDcLcDistribution-method OAsymTotalVarDist,DiscreteDistribution,AbscontDistribution-method OAsymTotalVarDist,DiscreteDistribution,DiscreteDistribution-method OAsymTotalVarDist,DiscreteDistribution,LatticeDistribution-method OAsymTotalVarDist,DiscreteDistribution,numeric-method OAsymTotalVarDist,LatticeDistribution,DiscreteDistribution-method OAsymTotalVarDist,LatticeDistribution,LatticeDistribution-method OAsymTotalVarDist,numeric,AbscontDistribution-method OAsymTotalVarDist,numeric,DiscreteDistribution-method OAsymTotalVarDist-methods |
| Methods for Function plot in Package `distrEx' | plot plot,MultivariateDistribution,missing-method plot,UnivariateCondDistribution,missing-method plot-methods |
| Generating function for PrognCondDistribution-class | PrognCondDistribution |
| Posterior distribution in convolution | PrognCondDistribution-class |
| Conditions of class 'PrognCondition' | PrognCondition PrognCondition-class show,PrognCondition-method |
| Generic function for the computation of the total variation distance of two distributions | TotalVarDist TotalVarDist,AbscontDistribution,AbscontDistribution-method TotalVarDist,AbscontDistribution,DiscreteDistribution-method TotalVarDist,AbscontDistribution,numeric-method TotalVarDist,AcDcLcDistribution,AcDcLcDistribution-method TotalVarDist,DiscreteDistribution,AbscontDistribution-method TotalVarDist,DiscreteDistribution,DiscreteDistribution-method TotalVarDist,DiscreteDistribution,LatticeDistribution-method TotalVarDist,DiscreteDistribution,numeric-method TotalVarDist,DiscreteMVDistribution,DiscreteMVDistribution-method TotalVarDist,LatticeDistribution,DiscreteDistribution-method TotalVarDist,LatticeDistribution,LatticeDistribution-method TotalVarDist,numeric,AbscontDistribution-method TotalVarDist,numeric,DiscreteDistribution-method TotalVarDist-methods |
| Univariate conditional distribution | cond cond,UnivariateCondDistribution-method plot,UnivariateCondDistribution-method show,UnivariateCondDistribution-method UnivariateCondDistribution-class |
| Generic Functions for the Computation of Functionals | IQR IQR,AffLinAbscontDistribution-method IQR,AffLinDiscreteDistribution-method IQR,AffLinDistribution-method IQR,AffLinLatticeDistribution-method IQR,ANY-method IQR,Arcsine-method IQR,Cauchy-method IQR,DExp-method IQR,Dirac-method IQR,DiscreteDistribution-method IQR,Exp-method IQR,Geom-method IQR,Logis-method IQR,Norm-method IQR,Unif-method IQR,UnivariateCondDistribution-method IQR,UnivariateDistribution-method IQR-methods kurtosis kurtosis,AffLinAbscontDistribution-method kurtosis,AffLinDiscreteDistribution-method kurtosis,AffLinDistribution-method kurtosis,AffLinLatticeDistribution-method kurtosis,ANY-method kurtosis,Arcsine-method kurtosis,Beta-method kurtosis,Binom-method kurtosis,Cauchy-method kurtosis,Chisq-method kurtosis,DExp-method kurtosis,Dirac-method kurtosis,Exp-method kurtosis,Fd-method kurtosis,Gammad-method kurtosis,Geom-method kurtosis,Hyper-method kurtosis,Lnorm-method kurtosis,Logis-method kurtosis,Nbinom-method kurtosis,Norm-method kurtosis,Pois-method kurtosis,Td-method kurtosis,Unif-method kurtosis,UnivariateDistribution-method kurtosis,Weibull-method kurtosis-methods mad mad,AffLinAbscontDistribution-method mad,AffLinDiscreteDistribution-method mad,AffLinDistribution-method mad,AffLinLatticeDistribution-method mad,ANY-method mad,Arcsine-method mad,Cauchy-method mad,DExp-method mad,Dirac-method mad,Exp-method mad,Geom-method mad,Logis-method mad,Norm-method mad,Unif-method mad,UnivariateDistribution-method mad-methods median median,AffLinAbscontDistribution-method median,AffLinDiscreteDistribution-method median,AffLinDistribution-method median,AffLinLatticeDistribution-method median,ANY-method median,Arcsine-method median,Cauchy-method median,DExp-method median,Dirac-method median,Exp-method median,Geom-method median,Lnorm-method median,Logis-method median,Norm-method median,Unif-method median,UnivariateCondDistribution-method median,UnivariateDistribution-method median-methods sd sd,Norm-method sd,UnivariateDistribution-method sd-methods skewness skewness,AffLinAbscontDistribution-method skewness,AffLinDiscreteDistribution-method skewness,AffLinDistribution-method skewness,AffLinLatticeDistribution-method skewness,ANY-method skewness,Arcsine-method skewness,Beta-method skewness,Binom-method skewness,Cauchy-method skewness,Chisq-method skewness,DExp-method skewness,Dirac-method skewness,Exp-method skewness,Fd-method skewness,Gammad-method skewness,Geom-method skewness,Hyper-method skewness,Lnorm-method skewness,Logis-method skewness,Nbinom-method skewness,Norm-method skewness,Pois-method skewness,Td-method skewness,Unif-method skewness,UnivariateDistribution-method skewness,Weibull-method skewness-methods var var,AffLinAbscontDistribution-method var,AffLinDiscreteDistribution-method var,AffLinDistribution-method var,AffLinLatticeDistribution-method var,ANY-method var,Arcsine-method var,Beta-method var,Binom-method var,Cauchy-method var,Chisq-method var,CompoundDistribution-method var,DExp-method var,Dirac-method var,Exp-method var,Fd-method var,Gammad-method var,Geom-method var,Hyper-method var,Lnorm-method var,Logis-method var,Nbinom-method var,Norm-method var,Pois-method var,Td-method var,Unif-method var,UnivariateDistribution-method var,Weibull-method var-methods |
