CUB: A Class of Mixture Models for Ordinal Data

Estimate and test models for ordinal data concerning the family of CUB models and their extensions (where CUB stands for Combination of a discrete Uniform and a shifted Binomial distributions).

Author
Maria Iannario <maria.iannario@unina.it>, Domenico Piccolo <domenico.piccolo@unina.it>, Rosaria Simone <rosaria.simone@unina.it>
Date of publication
2016-06-07 18:22:49
Maintainer
Rosaria Simone <rosaria.simone@unina.it>
License
GPL-2 | GPL-3
Version
0.1

View on CRAN

Man pages

auxmat
Auxiliary matrix
betabinomial
Beta-Binomial probabilities of ordinal responses, with...
betabinomialcsi
Beta-Binomial probabilities of ordinal responses, given...
betar
Beta-Binomial distribution
bitcsi
Shifted Binomial probabilities of ordinal responses
bitgama
Shifted Binomial distribution with covariates
chi2cub
Pearson X^2 statistic
chi2cub1cov
Pearson X^2 statistic for CUB models with one discrete...
chi2cub2cov
Pearson X^2 statistic for CUB models with one discrete...
CUB
Main function for CUB models
cub00
Main function for CUB models without covariates
cub0q
Main function for CUB models with covariates for the feeling...
CUBE
Main function for CUBE models
cube000
Main function for CUBE models without covariates
cubecov
Main function for CUBE models with covariates
cubecsi
Main function for CUBE models with covariates only for...
cubeforsim
Simulation routine for CUBE models without covariates
cubforsim
Simulation routine for CUB models without covariates
cubp0
Main function for CUB models with covariates for the...
CUB_package
A Class of Mixture Models for Ordinal Data
cubpq
Main function for CUB models with covariates for both the...
cubshe
Main function for CUB models with a shelter effect
cubvisual
Plot an estimated CUB model
CUSH
Main function for CUSH models
cush00
CUSH model without covariates
cushcov
CUSH model with covariates
cushforsim
Simulation routine for CUSH models without covariates
deltaprob
Mean difference of a discrete random variable
dissim
Normalized dissimilarity measure
effe01
Auxiliary function for the log-likelihood estimation of CUB...
effe10
Auxiliary function for the log-likelihood estimation of CUB...
effecube
Auxiliary function for the log-likelihood estimation of CUBE...
effecubecsi
Auxiliary function for the log-likelihood estimation of CUBE...
effecush
Auxiliary function for the log-likelihood estimation of CUSH...
effeihg
Auxiliary function for the log-likelihood estimation of IHG...
effeihgcov
Auxiliary function for the log-likelihood estimation of IHG...
ellecub
Log-likelihood function of a CUB model without covariates
expcub00
Expectation of CUB models
expcube
Expectation of CUBE models
gini
Normalized Gini heterogeneity index
Hadprod
Hadamard product of a matrix with a vector
IHG
Main function for IHG models
ihg00
Main function for IHG models without covariates
ihgcov
Main function for IHG models with covariates
inibest
Preliminary estimators for CUB models without covariates
inibestcube
Naive estimates for CUBE models without covariates
inibestcubecov
Preliminary parameter estimates for CUBE models with...
inibestcubecsi
Preliminary estimates of parameters for CUBE models with...
inibestgama
Preliminary parameter estimates of a CUB model with...
inigrid
Grid-based preliminary parameter estimates for CUB models
iniihg
Moment estimate for the preference parameter of the IHG...
kkk
Sequence of combinatorial coefficients
laakso
Normalized Laakso and Taagepera heterogeneity index
logis
The logistic transform
loglikCUB
Log-likelihood function for CUB models
loglikcub00
Log-likelihood function of a CUB model without covariates
loglikcub0q
Log-likelihood function of a CUB model with covariates for...
loglikcube
Log-likelihood function for CUBE models
loglikcubecov
Log-likelihood function of a CUBE model with covariates
loglikcubecsi
Log-likelihood function of CUBE model with covariates only...
loglikcuben
Log-likelihood function of CUBE models for ordinal data
loglikcubp0
Log-likelihood function of a CUB model with covariates for...
loglikcubpq
Log-likelihood function of a CUB model with covariates for...
loglikcubshe
Log-likelihood of a CUB model with shelter effect
loglikCUSH
Log-likelihood function for CUSH models
loglikcush00
Log-likelihood function for a CUSH model without covariates
loglikcushcov
Log-likelihood function for a CUSH model with covariates
loglikihg
Log-likelihood function for IHG models
loglikihgcov
Log-likelihood function for the IHG model with covariates
logscore
Logarithmic score
multicub
Joint plot of estimated CUB models in the parameter space
plotloglikihg
Plot of the log-likelihood function of the IHG distribution
probbit
Probability distribution of a shifted Binomial random...
probcub00
Probability distribution of a CUB model without covariates
probcub0q
Probability distribution of a CUB model with covariates for...
probcube
Probability distribution of a CUBE model without covariates
probcubp0
Probability distribution of a CUB model with covariates for...
probcubpq
Probability distribution of a CUB model with covariates for...
probcubshe1
probcubshe1
probcubshe2
probcubshe2
probcubshe3
probcubshe3
probcush
Probability distribution of a CUSH model
probihg
Probability distribution of an IHG model
probihgcovn
Probability distribution of an IHG model with covariates
Qdue
Auxiliary function for the log-likelihood estimation of CUBE...
Quno
Auxiliary function for the log-likelihood estimation of CUBE...
relgoods
Relational goods and Leisure time dataset
simcub
Simulation routine for CUB models
simcube
Simulation routine for CUBE models
simcubshe
Simulation routine for CUB models with shelter effect
simcush
Simulation routine for CUSH models
simihg
Simulation routine for IHG models
univer
Evaluation of the Orientation Services 2002
varcovcub00
Variance-covariance matrix of a CUB model without covariates
varcovcub0q
Variance-covariance matrix of CUB models with covariates for...
varcovcubecov
Variance-covariance matrix of a CUBE model with covariates
varcovcubeexp
Variance-covariance matrix for CUBE models based on the...
varcovcubeobs
Variance-covariance matrix for CUBE models based on the...
varcovcubp0
Variance-covariance matrix of CUB model with covariates for...
varcovcubpq
Variance-covariance matrix of a CUB model with covariates for...
varcovcubshe
Variance-covariance matrix for CUB models with shelter effect
varcub00
Variance of CUB models without covariates
varcube
Variance of CUBE models without covariates
varmatCUB
Variance-covariance matrix for CUB models
varmatCUBE
Variance-covariance matrix for CUBE models

Files in this package

CUB
CUB/NAMESPACE
CUB/data
CUB/data/relgoods.rda
CUB/data/univer.rda
CUB/R
CUB/R/loglikcuben.R
CUB/R/cubshe.R
CUB/R/betabinomialcsi.R
CUB/R/probcube.R
CUB/R/betabinomial.R
CUB/R/probcubshe1.R
CUB/R/effecubecsi.R
CUB/R/CUB.R
CUB/R/univer.R
CUB/R/varcovcubp0.R
CUB/R/chi2cub2cov.R
CUB/R/cubforsim.R
CUB/R/loglikcubecov.R
CUB/R/gini.R
CUB/R/inibest.R
CUB/R/simcubshe.R
CUB/R/deltaprob.R
CUB/R/cushcov.R
CUB/R/varcovcub00.R
CUB/R/varcovcubpq.R
CUB/R/loglikCUB.R
CUB/R/laakso.R
CUB/R/CUB_package.R
CUB/R/inibestcube.R
CUB/R/varmatCUB.R
CUB/R/kkk.R
CUB/R/loglikCUSH.R
CUB/R/cubp0.R
CUB/R/effeihgcov.R
CUB/R/betar.R
CUB/R/loglikihg.R
CUB/R/loglikcubp0.R
CUB/R/loglikcube.R
CUB/R/probcub00.R
CUB/R/cubecsi.R
CUB/R/loglikihgcov.R
CUB/R/effeihg.R
CUB/R/varcovcubecov.R
CUB/R/varcovcubshe.R
CUB/R/probcush.R
CUB/R/cubpq.R
CUB/R/ihg00.R
CUB/R/simcush.R
CUB/R/varmatCUBE.R
CUB/R/simcub.R
CUB/R/bitgama.R
CUB/R/effe01.R
CUB/R/IHG.R
CUB/R/cubvisual.R
CUB/R/logscore.R
CUB/R/probcubpq.R
CUB/R/varcovcubeobs.R
CUB/R/expcube.R
CUB/R/chi2cub1cov.R
CUB/R/varcube.R
CUB/R/plotloglikihg.R
CUB/R/varcovcub0q.R
CUB/R/ellecub.R
CUB/R/CUSH.R
CUB/R/CUBE.R
CUB/R/effecube.R
CUB/R/loglikcushcov.R
CUB/R/probcubp0.R
CUB/R/loglikcubshe.R
CUB/R/inigrid.R
CUB/R/Hadprod.R
CUB/R/iniihg.R
CUB/R/Quno.R
CUB/R/cushforsim.R
CUB/R/loglikcubecsi.R
CUB/R/probcubshe3.R
CUB/R/probbit.R
CUB/R/inibestcubecsi.R
CUB/R/varcub00.R
CUB/R/probcub0q.R
CUB/R/loglikcub00.R
CUB/R/chi2cub.R
CUB/R/dissim.R
CUB/R/loglikihg_1.R
CUB/R/loglikcush00.R
CUB/R/inibestgama.R
CUB/R/cush00.R
CUB/R/logis.R
CUB/R/probihg.R
CUB/R/relgoods.R
CUB/R/effecush.R
CUB/R/simcube.R
CUB/R/loglikcubpq.R
CUB/R/bitcsi.R
CUB/R/cubeforsim.R
CUB/R/auxmat.R
CUB/R/Qdue.R
CUB/R/cub00.R
CUB/R/probihgcovn.R
CUB/R/varcovcubeexp.R
CUB/R/multicub.R
CUB/R/loglikcube_1.R
CUB/R/ihgcov.R
CUB/R/cube000.R
CUB/R/effe10.R
CUB/R/probcubshe2.R
CUB/R/cub0q.R
CUB/R/loglikcub0q.R
CUB/R/simihg.R
CUB/R/cubecov.R
CUB/R/inibestcubecov.R
CUB/R/expcub00.R
CUB/MD5
CUB/DESCRIPTION
CUB/man
CUB/man/logscore.Rd
CUB/man/loglikcubecov.Rd
CUB/man/cush00.Rd
CUB/man/loglikcub0q.Rd
CUB/man/betar.Rd
CUB/man/probcub0q.Rd
CUB/man/inibestcubecsi.Rd
CUB/man/probcush.Rd
CUB/man/multicub.Rd
CUB/man/varcube.Rd
CUB/man/iniihg.Rd
CUB/man/logis.Rd
CUB/man/probihgcovn.Rd
CUB/man/cubforsim.Rd
CUB/man/ihgcov.Rd
CUB/man/cushcov.Rd
CUB/man/varcub00.Rd
CUB/man/probcub00.Rd
CUB/man/betabinomial.Rd
CUB/man/laakso.Rd
CUB/man/loglikcush00.Rd
CUB/man/cubeforsim.Rd
CUB/man/varcovcub0q.Rd
CUB/man/chi2cub.Rd
CUB/man/effe01.Rd
CUB/man/cubecov.Rd
CUB/man/probcubshe1.Rd
CUB/man/simcubshe.Rd
CUB/man/Qdue.Rd
CUB/man/loglikcushcov.Rd
CUB/man/probcubp0.Rd
CUB/man/univer.Rd
CUB/man/cubvisual.Rd
CUB/man/bitcsi.Rd
CUB/man/expcub00.Rd
CUB/man/varcovcubpq.Rd
CUB/man/ellecub.Rd
CUB/man/probcube.Rd
CUB/man/ihg00.Rd
CUB/man/cube000.Rd
CUB/man/loglikihg.Rd
CUB/man/inibestcubecov.Rd
CUB/man/loglikihgcov.Rd
CUB/man/bitgama.Rd
CUB/man/varmatCUB.Rd
CUB/man/relgoods.Rd
CUB/man/cubshe.Rd
CUB/man/effeihg.Rd
CUB/man/cub00.Rd
CUB/man/deltaprob.Rd
CUB/man/simcube.Rd
CUB/man/loglikcubshe.Rd
CUB/man/effecubecsi.Rd
CUB/man/cubecsi.Rd
CUB/man/dissim.Rd
CUB/man/effe10.Rd
CUB/man/probbit.Rd
CUB/man/gini.Rd
CUB/man/effeihgcov.Rd
CUB/man/loglikCUB.Rd
CUB/man/Hadprod.Rd
CUB/man/cubpq.Rd
CUB/man/CUBE.Rd
CUB/man/probihg.Rd
CUB/man/CUSH.Rd
CUB/man/varcovcubeexp.Rd
CUB/man/simcush.Rd
CUB/man/chi2cub2cov.Rd
CUB/man/loglikcubecsi.Rd
CUB/man/inibestgama.Rd
CUB/man/cushforsim.Rd
CUB/man/varcovcub00.Rd
CUB/man/inibest.Rd
CUB/man/plotloglikihg.Rd
CUB/man/probcubshe3.Rd
CUB/man/auxmat.Rd
CUB/man/simcub.Rd
CUB/man/kkk.Rd
CUB/man/loglikCUSH.Rd
CUB/man/probcubpq.Rd
CUB/man/inigrid.Rd
CUB/man/loglikcubpq.Rd
CUB/man/varcovcubshe.Rd
CUB/man/loglikcubp0.Rd
CUB/man/loglikcub00.Rd
CUB/man/IHG.Rd
CUB/man/cubp0.Rd
CUB/man/effecube.Rd
CUB/man/expcube.Rd
CUB/man/CUB_package.Rd
CUB/man/cub0q.Rd
CUB/man/inibestcube.Rd
CUB/man/Quno.Rd
CUB/man/varcovcubecov.Rd
CUB/man/loglikcube.Rd
CUB/man/betabinomialcsi.Rd
CUB/man/chi2cub1cov.Rd
CUB/man/varcovcubp0.Rd
CUB/man/effecush.Rd
CUB/man/varmatCUBE.Rd
CUB/man/simihg.Rd
CUB/man/probcubshe2.Rd
CUB/man/varcovcubeobs.Rd
CUB/man/loglikcuben.Rd
CUB/man/CUB.Rd