BNPdensity: Ferguson-Klass Type Algorithm for Posterior Normalized Random Measures

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Modeling mixtures with normalized random measures by a Ferguson-Klass type algorithm for posterior normalized random measures.

Author
Ernesto Barrios, Antonio Lijoi, Luis E. Nieto-Barajas and Igor PrĂ¼nster. R implementation by Ernesto Barrios and Luis E. Nieto-Barajas.
Date of publication
2015-06-08 18:00:35
Maintainer
Ernesto Barrios <ebarrios@itam.mx>
License
GPL (>= 2)
Version
2015.5

View on CRAN

Man pages

acidity
Acidity Index Dataset
BNPdensity-package
Bayesian nonparametric density estimation
comp1
Ties function: univariate
comp2
Ties function: bivariate
cpo
Conditional predictive ordinate function
dk
Kernel density function
enzyme
Enzyme Dataset
Enzyme1.out
Fit of MixNRMI1 function to the enzyme dataset
Enzyme2.out
Fit of MixNRMI2 function to the enzyme dataset
fcondXA
Conditional density evaluation in the semiparametric model
fcondXA2
Conditional density evaluation in the fully nonparametric...
fcondYXA
Conditional posterior distribution of the latents Y
fcondYZXA
Conditional posterior distribution of the bivariate latents...
galaxy
Galaxy Data Set
Galaxy1.out
Fit of MixNRMI1 function to the galaxy dataset
Galaxy2.out
Fit of MixNRMI2 function to the galaxy dataset
gs3
Conditional posterior distribution of latent U
gs4
Resampling Ystar function
gs5
Conditional posterior distribution of sigma
gsHP
Updates the hyper-parameters of py0
gsYZstar
Jointly resampling Ystar and Zstar function
MixNRMI1
Normalized Random Measures Mixture of Type I
MixNRMI2
Normalized Random Measures Mixture of Type II
Mv
Continuous Jump heights function
MvInv
Inversed jump heights function
p0
Centering function
rfystar
Conditional posterior distribution of the distict Ystar
rfyzstar
Conditional posterior distribution of the distict vectors...
rk
Kernel density sampling function

Files in this package

BNPdensity
BNPdensity/TODO
BNPdensity/NAMESPACE
BNPdensity/data
BNPdensity/data/Galaxy1.out.rda
BNPdensity/data/galaxy.rda
BNPdensity/data/acidity.rda
BNPdensity/data/enzyme.rda
BNPdensity/data/Galaxy2.out.rda
BNPdensity/data/Enzyme1.out.rda
BNPdensity/data/Enzyme2.out.rda
BNPdensity/R
BNPdensity/R/gs4.R
BNPdensity/R/rk.R
BNPdensity/R/comp2.R
BNPdensity/R/dk.R
BNPdensity/R/gsYZstar.R
BNPdensity/R/MixNRMI1.R
BNPdensity/R/gsHP.R
BNPdensity/R/fcondXA.R
BNPdensity/R/fcondYXA.R
BNPdensity/R/p0.R
BNPdensity/R/Mv.R
BNPdensity/R/fcondXA2.R
BNPdensity/R/cpo.R
BNPdensity/R/gs5.R
BNPdensity/R/rfystar.R
BNPdensity/R/gs3.R
BNPdensity/R/fcondYZXA.R
BNPdensity/R/comp1.R
BNPdensity/R/MixNRMI2.R
BNPdensity/R/rfyzstar.R
BNPdensity/R/MvInv.R
BNPdensity/MD5
BNPdensity/DESCRIPTION
BNPdensity/man
BNPdensity/man/acidity.Rd
BNPdensity/man/gsYZstar.Rd
BNPdensity/man/fcondYXA.Rd
BNPdensity/man/comp2.Rd
BNPdensity/man/cpo.Rd
BNPdensity/man/rk.Rd
BNPdensity/man/Enzyme1.out.Rd
BNPdensity/man/p0.Rd
BNPdensity/man/galaxy.Rd
BNPdensity/man/BNPdensity-package.Rd
BNPdensity/man/rfyzstar.Rd
BNPdensity/man/Galaxy1.out.Rd
BNPdensity/man/gs5.Rd
BNPdensity/man/MixNRMI1.Rd
BNPdensity/man/MixNRMI2.Rd
BNPdensity/man/rfystar.Rd
BNPdensity/man/dk.Rd
BNPdensity/man/comp1.Rd
BNPdensity/man/gs3.Rd
BNPdensity/man/Galaxy2.out.Rd
BNPdensity/man/gsHP.Rd
BNPdensity/man/fcondYZXA.Rd
BNPdensity/man/MvInv.Rd
BNPdensity/man/fcondXA2.Rd
BNPdensity/man/Enzyme2.out.Rd
BNPdensity/man/enzyme.Rd
BNPdensity/man/fcondXA.Rd
BNPdensity/man/gs4.Rd
BNPdensity/man/Mv.Rd
BNPdensity/CHANGES