Learn R Programming
⚠️There's a newer version (1.0.1.1) of this package.Take me there.

bde (version 1.0.1)

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.

Copy Link

Version

Install

install.packages('bde')

Monthly Downloads

391

Version

1.0.1

License

GPL-2

Maintainer

Guzman Santafe

Last Published

February 16th, 2015

Functions in bde (1.0.1)

beta_5_10

Synthetic dataset from a beta distribution
KakizawaB3

Class "KakizawaB3"
Chen99Kernel

Class "Chen99Kernel"
KakizawaB1

Class "KakizawaB1"
HirukawaTSKernel

Class "HirukawaTSKernel"
Muller94BoundaryKernel

Class "Muller94BoundaryKernel"
gplot

Bounded Density Plotting based on ggplot2
distribution

Cumulative Density Function (cdf)
getmu

Accesor method for Mu slot
getdistributionCache

Accesor method for distributionCache slot
NoBoundaryKernel

Class "NoBoundaryKernel"
MacroBetaHirukawaJLNKernel

Class "MacroBetaHirukawaJLNKernel"
jonesCorrectionMuller94BoundaryKernel

JonesCorrectionMuller94BoundaryKernel generator method
beta_0.75_0.65

Synthetic dataset from a beta distribution
KakizawaB2

Class "KakizawaB2"
BoundedDensity

Class "BoundedDensity"
getm

Accesor method for m slot
getdensityEstimator

Accesor method for gamma slot
mise

Mean Integrated Squared Error
tuna.r

Scaled tuna data
plot

Bounded Density Plotting
tgaussian

Synthetic dataset from a truncated Gaussian distribution
BrVitale

Class "BrVitale"
getdensityCache

Accesor method for densityCache slot
beta_1_10

Synthetic dataset from a beta distribution
quantile

Quantile
rsample

Random sample
Muller91BoundaryKernel

Class "Muller91BoundaryKernel"
density

Probability Density Function (pdf)
getdataPoints

Accesor method for dataPoints slot
MicroBetaChen99Kernel

Class "MicroBetaChen99Kernel"
getb

Accesor method for b slot
getc

Accesor method for c slot
getdataPointsCache

Accesor method for DataPointsCache slot
suicide.r

Scaled data from suicide risk data
launchApp

Shiny launch application
eruption

Eruption lengths of Old Faithful geyser
lines

Add a Bounded Density pdf to a Plot
JonesCorrectionMuller91BoundaryKernel

Class "JonesCorrectionMuller91BoundaryKernel"
MacroBetaChen99Kernel

Class "MacroBetaChen99Kernel"
HirukawaJLNKernel

Class "HirukawaJLNKernel"
getmodified

Accesor method for modified slot
macroBetaHirukawaTSKernel

MacroBetaHirukawaTSKernel generator method
vitale

Vitale generator method
normalizedBoundaryKernel

NormalizedBoundaryKernel generator method
getgamma

Accesor method for gamma slot
bde

Generic bounded density constructor
getSubclasses

List of subclasses
JonesCorrectionMuller94BoundaryKernel

Class "JonesCorrectionMuller94BoundaryKernel"
Vitale

Class "Vitale"
MacroBetaHirukawaTSKernel

Class "MacroBetaHirukawaTSKernel"
getM

Accesor method for M slot
brVitale

BrVitale generator method
hirukawaTSKernel

HirukawaTSKernel generator method
NormalizedBoundaryKernel

Class "NormalizedBoundaryKernel"
chen99Kernel

chen99Kernel generator method
jonesCorrectionMuller91BoundaryKernel

JonesCorrectionMuller91BoundaryKernel generator method
boundedDensity

BoundedDensity generator method
kakizawaB2

KakizawaB2 generator method
kakizawaB3

KakizawaB3 generator method
macroBetaChen99Kernel

MacroBetaChen99Kernel generator method
macroBetaHirukawaJLNKernel

MacroBetaHirukawaJLNKernel generator method
hirukawaJLNKernel

HirukawaJLNKernel generator method
muller91BoundaryKernel

Muller91BoundaryKernel generator method
kakizawaB1

KakizawaB1 generator method
microBetaChen99Kernel

MicroBetaChen99Kernel generator method
muller94BoundaryKernel

Muller94BoundaryKernel generator method
noBoundaryKernel

NoBoundaryKernel generator method