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bde (version 1.0.1.1)

Bounded Density Estimation

Description

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.

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Version

Install

install.packages('bde')

Monthly Downloads

391

Version

1.0.1.1

License

GPL-2

Maintainer

Guzman Santafe

Last Published

June 10th, 2022

Functions in bde (1.0.1.1)

HirukawaJLNKernel

Class "HirukawaJLNKernel"
KakizawaB2

Class "KakizawaB2"
KakizawaB1

Class "KakizawaB1"
BrVitale

Class "BrVitale"
KakizawaB3

Class "KakizawaB3"
JonesCorrectionMuller91BoundaryKernel

Class "JonesCorrectionMuller91BoundaryKernel"
BoundedDensity

Class "BoundedDensity"
JonesCorrectionMuller94BoundaryKernel

Class "JonesCorrectionMuller94BoundaryKernel"
HirukawaTSKernel

Class "HirukawaTSKernel"
NoBoundaryKernel

Class "NoBoundaryKernel"
Chen99Kernel

Class "Chen99Kernel"
NormalizedBoundaryKernel

Class "NormalizedBoundaryKernel"
beta_1_10

Synthetic dataset from a beta distribution
beta_0.75_0.65

Synthetic dataset from a beta distribution
getdataPointsCache

Accesor method for DataPointsCache slot
chen99Kernel

chen99Kernel generator method
brVitale

BrVitale generator method
getdensityCache

Accesor method for densityCache slot
gplot

Bounded Density Plotting based on ggplot2
macroBetaChen99Kernel

MacroBetaChen99Kernel generator method
hirukawaTSKernel

HirukawaTSKernel generator method
hirukawaJLNKernel

HirukawaJLNKernel generator method
macroBetaHirukawaJLNKernel

MacroBetaHirukawaJLNKernel generator method
jonesCorrectionMuller91BoundaryKernel

JonesCorrectionMuller91BoundaryKernel generator method
Muller91BoundaryKernel

Class "Muller91BoundaryKernel"
Vitale

Class "Vitale"
MacroBetaHirukawaTSKernel

Class "MacroBetaHirukawaTSKernel"
MicroBetaChen99Kernel

Class "MicroBetaChen99Kernel"
eruption

Eruption lengths of Old Faithful geyser
Muller94BoundaryKernel

Class "Muller94BoundaryKernel"
suicide.r

Scaled data from suicide risk data
tgaussian

Synthetic dataset from a truncated Gaussian distribution
getgamma

Accesor method for gamma slot
boundedDensity

BoundedDensity generator method
beta_5_10

Synthetic dataset from a beta distribution
bde

Generic bounded density constructor
mise

Mean Integrated Squared Error
getc

Accesor method for c slot
MacroBetaHirukawaJLNKernel

Class "MacroBetaHirukawaJLNKernel"
getdensityEstimator

Accesor method for gamma slot
getM

Accesor method for M slot
density

Probability Density Function (pdf)
getdistributionCache

Accesor method for distributionCache slot
getdataPoints

Accesor method for dataPoints slot
distribution

Cumulative Density Function (cdf)
MacroBetaChen99Kernel

Class "MacroBetaChen99Kernel"
muller91BoundaryKernel

Muller91BoundaryKernel generator method
getSubclasses

List of subclasses
tuna.r

Scaled tuna data
vitale

Vitale generator method
kakizawaB1

KakizawaB1 generator method
jonesCorrectionMuller94BoundaryKernel

JonesCorrectionMuller94BoundaryKernel generator method
microBetaChen99Kernel

MicroBetaChen99Kernel generator method
macroBetaHirukawaTSKernel

MacroBetaHirukawaTSKernel generator method
getb

Accesor method for b slot
muller94BoundaryKernel

Muller94BoundaryKernel generator method
getmodified

Accesor method for modified slot
getmu

Accesor method for Mu slot
noBoundaryKernel

NoBoundaryKernel generator method
normalizedBoundaryKernel

NormalizedBoundaryKernel generator method
getm

Accesor method for m slot
plot

Bounded Density Plotting
kakizawaB3

KakizawaB3 generator method
kakizawaB2

KakizawaB2 generator method
launchApp

Shiny launch application
lines

Add a Bounded Density pdf to a Plot
rsample

Random sample
quantile

Quantile