Package: bde 1.0.1.1
bde: Bounded Density Estimation
A collection of S4 classes which implements different methods to estimate and deal with densities in bounded domains. That is, densities defined within the interval [lower.limit, upper.limit], where lower.limit and upper.limit are values that can be set by the user.
Authors:
bde_1.0.1.1.tar.gz
bde_1.0.1.1.zip(r-4.5)bde_1.0.1.1.zip(r-4.4)bde_1.0.1.1.zip(r-4.3)
bde_1.0.1.1.tgz(r-4.4-any)bde_1.0.1.1.tgz(r-4.3-any)
bde_1.0.1.1.tar.gz(r-4.5-noble)bde_1.0.1.1.tar.gz(r-4.4-noble)
bde_1.0.1.1.tgz(r-4.4-emscripten)bde_1.0.1.1.tgz(r-4.3-emscripten)
bde.pdf |bde.html✨
bde/json (API)
NEWS
| # Install 'bde' in R: |
| install.packages('bde', repos = c('https://gsantafe.r-universe.dev', 'https://cloud.r-project.org')) |
Datasets:
- beta_0.75_0.65 - Synthetic dataset from a beta distribution
- beta_1_10 - Synthetic dataset from a beta distribution
- beta_5_10 - Synthetic dataset from a beta distribution
- eruption - Eruption lengths of Old Faithful geyser
- suicide.r - Scaled data from suicide risk data
- tgaussian - Synthetic dataset from a truncated Gaussian distribution
- tuna.r - Scaled 'tuna' data
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
Last updated 2 years agofrom:675f7409d2. Checks:OK: 3 NOTE: 4. Indexed: yes.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Aug 28 2024 |
| R-4.5-win | NOTE | Aug 28 2024 |
| R-4.5-linux | NOTE | Aug 28 2024 |
| R-4.4-win | NOTE | Aug 28 2024 |
| R-4.4-mac | NOTE | Aug 28 2024 |
| R-4.3-win | OK | Aug 28 2024 |
| R-4.3-mac | OK | Aug 28 2024 |
Exports:bdeboundedDensitybrVitalechen99KerneldensitydistributiongetbgetcgetdataPointsgetdataPointsCachegetdensityCachegetdensityEstimatorgetdistributionCachegetgammagetmgetMgetmodifiedgetmugetSubclassesgplothirukawaJLNKernelhirukawaTSKerneljonesCorrectionMuller91BoundaryKerneljonesCorrectionMuller94BoundaryKernelkakizawaB1kakizawaB2kakizawaB3launchApplinesmacroBetaChen99KernelmacroBetaHirukawaJLNKernelmacroBetaHirukawaTSKernelmicroBetaChen99Kernelmisemuller91BoundaryKernelmuller94BoundaryKernelnoBoundaryKernelnormalizedBoundaryKernelplotquantilersamplevitale
Dependencies:base64encbslibcachemclicolorspacecommonmarkcrayondigestfansifarverfastmapfontawesomefsggplot2gluegtablehtmltoolshttpuvisobandjquerylibjsonlitelabelinglaterlatticelifecyclemagrittrMASSMatrixmemoisemgcvmimemunsellnlmepillarpkgconfigpromisesR6rappdirsRColorBrewerRcpprlangsassscalesshinysourcetoolstibbleutf8vctrsviridisLitewithrxtable
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Generic bounded density constructor | bde |
| Synthetic dataset from a beta distribution | beta_0.75_0.65 |
| Synthetic dataset from a beta distribution | beta_1_10 |
| Synthetic dataset from a beta distribution | beta_5_10 |
| 'BoundedDensity' generator method | boundedDensity boundedDensity-generator |
| Class '"BoundedDensity"' | BoundedDensity BoundedDensity-class |
| 'BrVitale' generator method | brVitale brVitale-generator |
| Class '"BrVitale"' | BrVitale BrVitale-class |
| 'chen99Kernel' generator method | chen99Kernel chen99Kernel-generator |
| Class '"Chen99Kernel"' | Chen99Kernel Chen99Kernel-class |
| Probability Density Function (pdf) | density density,BoundaryKernel-method density,BoundedDensity-method density,BrVitale-method density,Chen99Kernel-method density,HirukawaJLNKernel-method density,HirukawaTSKernel-method density,JonesCorrectionMuller91BoundaryKernel-method density,JonesCorrectionMuller94BoundaryKernel-method density,KakizawaB1-method density,KakizawaB2-method density,KakizawaB3-method density,MacroBetaChen99Kernel-method density,MacroBetaHirukawaJLNKernel-method density,MacroBetaHirukawaTSKernel-method density,MicroBetaChen99Kernel-method density,Muller91BoundaryKernel-method density,Muller94BoundaryKernel-method density,NoBoundaryKernel-method density,NormalizedBoundaryKernel-method density,Vitale-method density-method |
| Cumulative Density Function (cdf) | distribution distribution,BernsteinPolynomials-method distribution,BoundaryKernel-method distribution,BoundedDensity-method distribution,BrVitale-method distribution,Chen99Kernel-method distribution,HirukawaJLNKernel-method distribution,HirukawaTSKernel-method distribution,JonesCorrectionMuller91BoundaryKernel-method distribution,JonesCorrectionMuller94BoundaryKernel-method distribution,KakizawaB1-method distribution,KakizawaB2-method distribution,KakizawaB3-method distribution,KernelDensity-method distribution,MacroBetaChen99Kernel-method distribution,MacroBetaHirukawaJLNKernel-method distribution,MacroBetaHirukawaTSKernel-method distribution,MicroBetaChen99Kernel-method distribution,Muller91BoundaryKernel-method distribution,Muller94BoundaryKernel-method distribution,NoBoundaryKernel-method distribution,NormalizedBoundaryKernel-method distribution,Vitale-method distribution-methods |
| Eruption lengths of Old Faithful geyser | eruption |
| Accesor method for 'b' slot | getb getb,Chen99Kernel-method getb,HirukawaJLNKernel-method getb,HirukawaTSKernel-method getb,KernelDensity-method getb,MacroBetaChen99Kernel-method getb,MacroBetaHirukawaJLNKernel-method getb,MacroBetaHirukawaTSKernel-method getb,MicroBetaChen99Kernel-method getb,Muller91BoundaryKernel-method getb,Muller94BoundaryKernel-method getb,NoBoundaryKernel-method getb,NormalizedBoundaryKernel-method getb-methods |
| Accesor method for 'c' slot | getc getc,HirukawaTSKernel-method getc-methods |
| Accesor method for 'dataPoints' slot | getdataPoints getdataPoints,BernsteinPolynomials-method getdataPoints,BrVitale-method getdataPoints,Chen99kernel-method getdataPoints,HirukawaJLNKernel-method getdataPoints,HirukawaTSKernel-method getdataPoints,KakizawaB1-method getdataPoints,KakizawaB2-method getdataPoints,KakizawaB3-method getdataPoints,KernelDensity-method getdataPoints,MacroBetaChen99Kernel-method getdataPoints,MacroBetaHirukawaJLNKernel-method getdataPoints,MacroBetaHirukawaTSKernel-method getdataPoints,MicroBetaChen99Kernel-method getdataPoints,Muller91BoundaryKernel-method getdataPoints,Muller94BoundaryKernel-method getdataPoints,NoBoundaryKernel-method getdataPoints,NormalizedBoundaryKernel-method getdataPoints,Vitale-method getdataPoints-methods |
| Accesor method for 'DataPointsCache' slot | getdataPointsCache getdataPointsCache,BoundedDensity-method getdataPointsCache,BrVitale-method getdataPointsCache,Chen99Kernel-method getdataPointsCache,HirukawaJLNKernel-method getdataPointsCache,HirukawaTSKernel-method getdataPointsCache,KakizawaB1-method getdataPointsCache,KakizawaB2-method getdataPointsCache,KakizawaB3-method getdataPointsCache,MacroBetaChen99Kernel-method getdataPointsCache,MacroBetaHirukawaJLNKernel-method getdataPointsCache,MacroBetaHirukawaTSKernel-method getdataPointsCache,MicroBetaChen99Kernel-method getdataPointsCache,Muller91BoundaryKernel-method getdataPointsCache,Muller94BoundaryKernel-method getdataPointsCache,NoBoundaryKernel-method getdataPointsCache,NormalizedBoundaryKernel-method getdataPointsCache,Vitale-method getdataPointsCache-methods |
| Accesor method for 'densityCache' slot | getdensityCache getdensityCache,BoundedDensity-method getdensityCache,BrVitale-method getdensityCache,Chen99Kernel-method getdensityCache,HirukawaJLNKernel-method getdensityCache,HirukawaTSKernel-method getdensityCache,KakizawaB1-method getdensityCache,KakizawaB2-method getdensityCache,KakizawaB3-method getdensityCache,MacroBetaChen99Kernel-method getdensityCache,MacroBetaHirukawaJLNKernel-method getdensityCache,MacroBetaHirukawaTSKernel-method getdensityCache,MicroBetaChen99Kernel-method getdensityCache,Muller91BoundaryKernel-method getdensityCache,Muller94BoundaryKernel-method getdensityCache,NoBoundaryKernel-method getdensityCache,NormalizedBoundaryKernel-method getdensityCache,Vitale-method getdensityCache-methods |
| Accesor method for 'gamma' slot | getdensityEstimator getdensityEstimator,KakizawaB1-method getdensityEstimator,KakizawaB2-method getdensityEstimator,KakizawaB3-method getdensityEstimator-methods |
| Accesor method for 'distributionCache' slot | getdistributionCache getdistributionCache,BoundedDensity-method getdistributionCache,BrVitale-method getdistributionCache,Chen99Kernel-method getdistributionCache,HirukawaJLNKernel-method getdistributionCache,HirukawaTSKernel-method getdistributionCache,KakizawaB1-method getdistributionCache,KakizawaB2-method getdistributionCache,KakizawaB3-method getdistributionCache,MacroBetaChen99Kernel-method getdistributionCache,MacroBetaHirukawaJLNKernel-method getdistributionCache,MacroBetaHirukawaTSKernel-method getdistributionCache,MicroBetaChen99Kernel-method getdistributionCache,Muller91BoundaryKernel-method getdistributionCache,Muller94BoundaryKernel-method getdistributionCache,NoBoundaryKernel-method getdistributionCache,NormalizedBoundaryKernel-method getdistributionCache,Vitale-method getdistributionCache-methods |
| Accesor method for 'gamma' slot | getgamma getgamma,KakizawaB1-method getgamma-methods |
| Accesor method for 'm' slot | getm getm,BernsteinPolynomials-method getm,Vitale-method getm-methods |
| Accesor method for 'M' slot | getM getM,BernsteinPolynomials-method getM,BrVitale-method getM-methods |
| Accesor method for 'modified' slot | getmodified getmodified,Chen99Kernel-method getmodified,HirukawaJLNKernel-method getmodified,HirukawaTSKernel-method getmodified,MacroBetaChen99Kernel-method getmodified,MacroBetaHirukawaJLNKernel-method getmodified,MicroBetaChen99Kernel-method getmodified-methods |
| Accesor method for 'Mu' slot | getmu getmu,BoundaryKernel-method getmu,NoBoundaryKernel-method getmu-methods |
| List of subclasses | getSubclasses |
| Bounded Density Plotting based on ggplot2 | gplot gplot,BernsteinPolynomials-method gplot,BoundaryKernel-method gplot,BoundedDensity-method gplot,BrVitale-method gplot,Chen99Kernel-method gplot,HirukawaJLNKernel-method gplot,HirukawaTSKernel-method gplot,JonesCorrectionMuller91BoundaryKernel-method gplot,JonesCorrectionMuller94BoundaryKernel-method gplot,KakizawaB1-method gplot,KakizawaB2-method gplot,KakizawaB3-method gplot,KernelDensity-method gplot,list-method gplot,MacroBetaChen99Kernel-method gplot,MacroBetaHirukawaJLNKernel-method gplot,MacroBetaHirukawaTSKernel-method gplot,MicroBetaChen99Kernel-method gplot,Muller91BoundaryKernel-method gplot,Muller94BoundaryKernel-method gplot,NoBoundaryKernel-method gplot,NormalizedBoundaryKernel-method gplot,Vitale-method gplot-methods |
| 'HirukawaJLNKernel' generator method | hirukawaJLNKernel hirukawaJLNKernel-generator |
| Class '"HirukawaJLNKernel"' | HirukawaJLNKernel HirukawaJLNKernel-class |
| 'HirukawaTSKernel' generator method | hirukawaTSKernel hirukawaTSKernel-generator |
| Class '"HirukawaTSKernel"' | HirukawaTSKernel HirukawaTSKernel-class |
| 'JonesCorrectionMuller91BoundaryKernel' generator method | jonesCorrectionMuller91BoundaryKernel jonesCorrectionMuller91BoundaryKernel-generator |
| Class '"JonesCorrectionMuller91BoundaryKernel"' | JonesCorrectionMuller91BoundaryKernel JonesCorrectionMuller91BoundaryKernel-class |
| 'JonesCorrectionMuller94BoundaryKernel' generator method | jonesCorrectionMuller94BoundaryKernel jonesCorrectionMuller94BoundaryKernel-generator |
| Class '"JonesCorrectionMuller94BoundaryKernel"' | JonesCorrectionMuller94BoundaryKernel JonesCorrectionMuller94BoundaryKernel-class |
| 'KakizawaB1' generator method | kakizawaB1 kakizawaB1,KakizawaB1-method kakizawaB1-methods |
| Class '"KakizawaB1"' | KakizawaB1 KakizawaB1-class |
| 'KakizawaB2' generator method | kakizawaB2 kakizawaB2,KakizawaB2-method kakizawaB2-methods |
| Class '"KakizawaB2"' | KakizawaB2 KakizawaB2-class |
| 'KakizawaB3' generator method | kakizawaB3 kakizawaB3,KakizawaB3-method kakizawaB3-methods |
| Class '"KakizawaB3"' | KakizawaB3 KakizawaB3-class |
| Shiny launch application | launchApp |
| Add a Bounded Density pdf to a Plot | lines lines,BernsteinPolynomials-method lines,BoundaryKernel-method lines,BoundedDensity-method lines,BrVitale-method lines,Chen99Kernel-method lines,HirukawaJLNKernel-method lines,HirukawaTSKernel-method lines,JonesCorrectionMuller91BoundaryKernel-method lines,JonesCorrectionMuller94BoundaryKernel-method lines,KakizawaB1-method lines,KakizawaB2-method lines,KakizawaB3-method lines,KernelDensity-method lines,MacroBetaChen99Kernel-method lines,MacroBetaHirukawaJLNKernel-method lines,MacroBetaHirukawaTSKernel-method lines,MicroBetaChen99Kernel-method lines,Muller91BoundaryKernel-method lines,Muller94BoundaryKernel-method lines,NoBoundaryKernel-method lines,NormalizedBoundaryKernel-method lines,Vitale-method lines-methods |
| 'MacroBetaChen99Kernel' generator method | macroBetaChen99Kernel macroBetaChen99Kernel-generator |
| Class '"MacroBetaChen99Kernel"' | MacroBetaChen99Kernel MacroBetaChen99Kernel-class |
| 'MacroBetaHirukawaJLNKernel' generator method | macroBetaHirukawaJLNKernel macroBetaHirukawaJLNKernel-generator |
| Class '"MacroBetaHirukawaJLNKernel"' | MacroBetaHirukawaJLNKernel MacroBetaHirukawaJLNKernel-class |
| 'MacroBetaHirukawaTSKernel' generator method | macroBetaHirukawaTSKernel macroBetaHirukawaTSKernel-generator |
| Class '"MacroBetaHirukawaTSKernel"' | MacroBetaHirukawaTSKernel MacroBetaHirukawaTSKernel-class |
| 'MicroBetaChen99Kernel' generator method | microBetaChen99Kernel microBetaChen99Kernel-generator |
| Class '"MicroBetaChen99Kernel"' | MicroBetaChen99Kernel MicroBetaChen99Kernel-class |
| Mean Integrated Squared Error | mise |
| 'Muller91BoundaryKernel' generator method | muller91BoundaryKernel muller91BoundaryKernel-generator |
| Class '"Muller91BoundaryKernel"' | Muller91BoundaryKernel Muller91BoundaryKernel-class |
| 'Muller94BoundaryKernel' generator method | muller94BoundaryKernel muller94BoundaryKernel-generator |
| Class '"Muller94BoundaryKernel"' | Muller94BoundaryKernel Muller94BoundaryKernel-class |
| 'NoBoundaryKernel' generator method | noBoundaryKernel noBoundaryKernel-generator |
| Class '"NoBoundaryKernel"' | NoBoundaryKernel NoBoundaryKernel-class |
| 'NormalizedBoundaryKernel' generator method | normalizedBoundaryKernel normalizedBoundaryKernel-generator |
| Class '"NormalizedBoundaryKernel"' | NormalizedBoundaryKernel NormalizedBoundaryKernel-class |
| Bounded Density Plotting | plot plot,BernsteinPolynomials-method plot,BoundaryKernel-method plot,BoundedDensity-method plot,BrVitale-method plot,Chen99Kernel-method plot,HirukawaJLNKernel-method plot,HirukawaTSKernel-method plot,JonesCorrectionMuller91BoundaryKernel-method plot,JonesCorrectionMuller94BoundaryKernel-method plot,KakizawaB1-method plot,KakizawaB2-method plot,KakizawaB3-method plot,KernelDensity-method plot,MacroBetaChen99Kernel-method plot,MacroBetaHirukawaJLNKernel-method plot,MacroBetaHirukawaTSKernel-method plot,MicroBetaChen99Kernel-method plot,Muller91BoundaryKernel-method plot,Muller94BoundaryKernel-method plot,NoBoundaryKernel-method plot,NormalizedBoundaryKernel-method plot,Vitale-method plot-methods |
| Quantile | quantile quantile,BoundaryKernel-method quantile,BoundedDensity-method quantile,BrVitale-method quantile,Chen99Kernel-method quantile,HirukawaJLNKernel-method quantile,HirukawaTSKernel-method quantile,JonesCorrectionMuller91BoundaryKernel-method quantile,JonesCorrectionMuller94BoundaryKernel-method quantile,KakizawaB1-method quantile,KakizawaB2-method quantile,KakizawaB3-method quantile,MacroBetaChen99Kernel-method quantile,MacroBetaHirukawaJLNKernel-method quantile,MacroBetaHirukawaTSKernel-method quantile,MicroBetaChen99Kernel-method quantile,Muller91BoundaryKernel-method quantile,Muller94BoundaryKernel-method quantile,NoBoundaryKernel-method quantile,NormalizedBoundaryKernel-method quantile,Vitale-method quantile-methods |
| Random sample | rsample rsample,BoundaryKernel-method rsample,BoundedDensity-method rsample,BrVitale-method rsample,Chen99Kernel-method rsample,HirukawaJLNKernel-method rsample,HirukawaTSKernel-method rsample,JonesCorrectionMuller91BoundaryKernel-method rsample,JonesCorrectionMuller94BoundaryKernel-method rsample,KakizawaB1-method rsample,KakizawaB2-method rsample,KakizawaB3-method rsample,MacroBetaChen99Kernel-method rsample,MacroBetaHirukawaJLNKernel-method rsample,MacroBetaHirukawaTSKernel-method rsample,MicroBetaChen99Kernel-method rsample,Muller91BoundaryKernel-method rsample,Muller94BoundaryKernel-method rsample,NoBoundaryKernel-method rsample,NormalizedBoundaryKernel-method rsample,Vitale-method rsample-methods |
| Scaled data from suicide risk data | suicide.r |
| Synthetic dataset from a truncated Gaussian distribution | tgaussian |
| Scaled 'tuna' data | tuna.r |
| 'Vitale' generator method | vitale vitale-generator |
| Class '"Vitale"' | Vitale Vitale-class |
