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BNPdensity (version 0.7.9)

Ferguson-Klass type algorithm for posterior normalized random measures

Description

Ferguson-Klass type algorithm for posterior normalized random measures

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Version

Install

install.packages('BNPdensity')

Monthly Downloads

432

Version

0.7.9

License

GPL (>= 2)

Maintainer

Ernesto Zamudio

Last Published

August 3rd, 2012

Functions in BNPdensity (0.7.9)

BNPdensity-package

Bayesian nonparametric density estimation
Enzyme2.out

Fit of MixNRMI2 function to the enzyme dataset
Galaxy2.out

Fit of MixNRMI2 function to the galaxy dataset
Enzyme1.out

Fit of MixNRMI1 function to the enzyme dataset
Galaxy1.out

Fit of MixNRMI1 function to the galaxy dataset
MixNRMI1

Normalized Random Measures Mixture of Type I
gs4

Resampling Ystar function
MvInv

Inversed jump heights function
comp2

Ties function: bivariate
MixNRMI2

Normalized Random Measures Mixture of Type II
gs3

Conditional posterior distribution of latent U
gs5

Conditional posterior distribution of sigma
rk

Kernel density sampling function
fcondYXA

Conditional posterior distribution of the latents Y
comp1

Ties function: univariate
galaxy

Galaxy Data Set
fystar

Conditional posterior distribution of the distict Ystar
gsYZstar

Resampling Ystar and Zstar function
fcondXA

Conditional density evaluation in the semiparametric model
acidity

Acidity Index Dataset
fcondYZXA

Conditional posterior distribution of the bivariate latents (Y,Z)
Mv

Continuous Jump heights function
rfzstar

Conditional posterior distribution of the distict Zstar
p0

Centering function
cpo

Conditional predictive ordinate function
fcondXA2

Conditional density evaluation in the fully nonparametric model
enzyme

Enzyme Dataset
dk

Kernel density function