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.

AuthorGuzman Santafe, Borja Calvo, Aritz Perez and Jose A. Lozano
Date of publication2015-02-16 13:48:05
MaintainerGuzman Santafe <guzman.santafe@unavarra.es>
LicenseGPL-2
Version1.0.1

View on CRAN

Man pages

bde: Generic bounded density constructor

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

BoundedDensity: Class '"BoundedDensity"'

boundedDensity-generator: 'BoundedDensity' generator method

BrVitale: Class '"BrVitale"'

brVitale-generator: 'BrVitale' generator method

Chen99Kernel: Class '"Chen99Kernel"'

chen99Kernel-generator: 'chen99Kernel' generator method

density: Probability Density Function (pdf)

distribution: Cumulative Density Function (cdf)

eruption: Eruption lengths of Old Faithful geyser

getb: Accesor method for 'b' slot

getc: Accesor method for 'c' slot

getdataPoints: Accesor method for 'dataPoints' slot

getdataPointsCache: Accesor method for 'DataPointsCache' slot

getdensityCache: Accesor method for 'densityCache' slot

getdensityEstimator: Accesor method for 'gamma' slot

getdistributionCache: Accesor method for 'distributionCache' slot

getgamma: Accesor method for 'gamma' slot

getm: Accesor method for 'm' slot

getM-biasReduction: Accesor method for 'M' slot

getmodified: Accesor method for 'modified' slot

getmu: Accesor method for 'Mu' slot

getSubclasses: List of subclasses

gplot: Bounded Density Plotting based on ggplot2

HirukawaJLNKernel: Class '"HirukawaJLNKernel"'

hirukawaJLNKernel-generator: 'HirukawaJLNKernel' generator method

HirukawaTSKernel: Class '"HirukawaTSKernel"'

hirukawaTSKernel-generator: 'HirukawaTSKernel' generator method

JonesCorrectionMuller91BoundaryKernel: Class '"JonesCorrectionMuller91BoundaryKernel"'

jonesCorrectionMuller91BoundaryKernel-generator: 'JonesCorrectionMuller91BoundaryKernel' generator method

JonesCorrectionMuller94BoundaryKernel: Class '"JonesCorrectionMuller94BoundaryKernel"'

jonesCorrectionMuller94BoundaryKernel-generator: 'JonesCorrectionMuller94BoundaryKernel' generator method

KakizawaB1: Class '"KakizawaB1"'

kakizawaB1-generator: 'KakizawaB1' generator method

KakizawaB2: Class '"KakizawaB2"'

kakizawaB2-generator: 'KakizawaB2' generator method

KakizawaB3: Class '"KakizawaB3"'

kakizawaB3-generator: 'KakizawaB3' generator method

launchApp: Shiny launch application

lines: Add a Bounded Density pdf to a Plot

MacroBetaChen99Kernel: Class '"MacroBetaChen99Kernel"'

macroBetaChen99Kernel-generator: 'MacroBetaChen99Kernel' generator method

MacroBetaHirukawaJLNKernel: Class '"MacroBetaHirukawaJLNKernel"'

macroBetaHirukawaJLNKernel-generator: 'MacroBetaHirukawaJLNKernel' generator method

MacroBetaHirukawaTSKernel: Class '"MacroBetaHirukawaTSKernel"'

macroBetaHirukawaTSKernel-generator: 'MacroBetaHirukawaTSKernel' generator method

MicroBetaChen99Kernel: Class '"MicroBetaChen99Kernel"'

microBetaChen99Kernel-generator: 'MicroBetaChen99Kernel' generator method

mise: Mean Integrated Squared Error

Muller91BoundaryKernel: Class '"Muller91BoundaryKernel"'

muller91BoundaryKernel-generator: 'Muller91BoundaryKernel' generator method

Muller94BoundaryKernel: Class '"Muller94BoundaryKernel"'

muller94BoundaryKernel-generator: 'Muller94BoundaryKernel' generator method

NoBoundaryKernel: Class '"NoBoundaryKernel"'

noBoundaryKernel-generator: 'NoBoundaryKernel' generator method

NormalizedBoundaryKernel: Class '"NormalizedBoundaryKernel"'

normalizedBoundaryKernel-generator: 'NormalizedBoundaryKernel' generator method

plot: Bounded Density Plotting

quantile: Quantile

rsample: Random sample

suicide.r: Scaled data from suicide risk data

tgaussian: Synthetic dataset from a truncated Gaussian distribution

tuna.r: Scaled 'tuna' data

Vitale: Class '"Vitale"'

vitale-generator: 'Vitale' generator method

Files in this package

bde
bde/inst
bde/inst/App
bde/inst/App/ui.R
bde/inst/App/server.R
bde/inst/App/www
bde/inst/App/www/logos.png
bde/inst/App/www/lumen.css
bde/inst/App/www/bde.css
bde/inst/App/www/bde2.css
bde/inst/App/www/bde3.css
bde/inst/App/www/g4423.png
bde/NAMESPACE
bde/NEWS
bde/data
bde/data/beta_5_10.RData
bde/data/suicide.r.RData
bde/data/beta_1_10.RData
bde/data/tuna.r.RData
bde/data/eruption.RData
bde/data/beta_0.75_0.65.RData
bde/data/tgaussian.RData
bde/R
bde/R/JonesCorrectionMuller94BoundaryKernel.R bde/R/utils.R bde/R/HirukawaJLNKernel.R bde/R/BrVitale.R bde/R/KakizawaB2.R bde/R/bde.R bde/R/MacroBetaHirukawaTSKernel.R bde/R/NoBoundaryKernel.R bde/R/MacroBetaChen99Kernel.R bde/R/MicroBetaChen99Kernel.R bde/R/KakizawaB1.R bde/R/HirukawaTSKernel.R bde/R/BoundedDensity.R bde/R/JonesCorrectionMuller91BoundaryKernel.R bde/R/MacroBetaHirukawaJLNKernel.R bde/R/KakizawaB3.R bde/R/Muller91BoundaryKernel.R bde/R/NormalizedBoundaryKernel.R bde/R/KernelDensity.R bde/R/Muller94BoundaryKernel.R bde/R/Vitale.R bde/R/Chen99Kernel.R bde/R/BoundaryKernel.R bde/R/BernsteinPolynomials.R
bde/MD5
bde/DESCRIPTION
bde/man
bde/man/MacroBetaHirukawaTSKernel.Rd bde/man/launchApp.Rd bde/man/KakizawaB1.Rd bde/man/JonesCorrectionMuller91BoundaryKernel.Rd bde/man/getdataPointsCache.Rd bde/man/quantile.Rd bde/man/macroBetaChen99Kernel-generator.Rd bde/man/NoBoundaryKernel.Rd bde/man/macroBetaHirukawaTSKernel-generator.Rd bde/man/HirukawaJLNKernel.Rd bde/man/tgaussian.Rd bde/man/KakizawaB3.Rd bde/man/muller91BoundaryKernel-generator.Rd bde/man/Vitale.Rd bde/man/MacroBetaChen99Kernel.Rd bde/man/getm.Rd bde/man/MacroBetaHirukawaJLNKernel.Rd bde/man/Muller91BoundaryKernel.Rd bde/man/gplot.Rd bde/man/microBetaChen99Kernel-generator.Rd bde/man/suicide.r.Rd bde/man/boundedDensity-generator.Rd bde/man/kakizawaB1-generator.Rd bde/man/jonesCorrectionMuller94BoundaryKernel-generator.Rd bde/man/normalizedBoundaryKernel-generator.Rd bde/man/kakizawaB3-generator.Rd bde/man/getc.Rd bde/man/muller94BoundaryKernel-generator.Rd bde/man/rsample.Rd bde/man/jonesCorrectionMuller91BoundaryKernel-generator.Rd bde/man/hirukawaJLNKernel-generator.Rd bde/man/beta_5_10.Rd bde/man/getdistributionCache.Rd bde/man/beta_1_10.Rd bde/man/tuna.r.Rd bde/man/getdataPoints.Rd bde/man/macroBetaHirukawaJLNKernel-generator.Rd bde/man/lines.Rd bde/man/vitale-generator.Rd bde/man/KakizawaB2.Rd bde/man/BoundedDensity.Rd bde/man/getmu.Rd bde/man/bde.Rd bde/man/getgamma.Rd bde/man/noBoundaryKernel-generator.Rd bde/man/distribution.Rd bde/man/BrVitale.Rd bde/man/beta_0.75_0.65.Rd bde/man/HirukawaTSKernel.Rd bde/man/getmodified.Rd bde/man/brVitale-generator.Rd bde/man/JonesCorrectionMuller94BoundaryKernel.Rd bde/man/Muller94BoundaryKernel.Rd bde/man/getSubclasses.Rd bde/man/MicroBetaChen99Kernel.Rd bde/man/getdensityEstimator.Rd bde/man/chen99Kernel-generator.Rd bde/man/getdensityCache.Rd bde/man/Chen99Kernel.Rd bde/man/eruption.Rd bde/man/hirukawaTSKernel-generator.Rd bde/man/getM-biasReduction.Rd bde/man/plot.Rd bde/man/getb.Rd bde/man/mise.Rd bde/man/density.Rd bde/man/NormalizedBoundaryKernel.Rd bde/man/kakizawaB2-generator.Rd

Questions? Problems? Suggestions? or email at ian@mutexlabs.com.

All documentation is copyright its authors; we didn't write any of that.