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.

Author
Guzman Santafe, Borja Calvo, Aritz Perez and Jose A. Lozano
Date of publication
2015-02-16 13:48:05
Maintainer
Guzman Santafe <guzman.santafe@unavarra.es>
License
GPL-2
Version
1.0.1

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