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).

AuthorMaria Iannario <maria.iannario@unina.it>, Domenico Piccolo <domenico.piccolo@unina.it>, Rosaria Simone <rosaria.simone@unina.it>
Date of publication2016-12-23 13:42:23
MaintainerRosaria Simone <rosaria.simone@unina.it>
LicenseGPL-2 | GPL-3
Version1.0

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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

BIC.GEM: S3 BIC method for class "GEM"

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...

coef.GEM: S3 Method: coef for class "GEM"

cormat: Correlation matrix for estimated model

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...

cubevisual: Plot an estimated CUBE model

cubp0: Main function for CUB models with covariates for the...

CUB_package: CUB package

cubpq: Main function for CUB models with covariates for both the...

cubshe: Main function for CUB models with a shelter effect

cubshevisual: Plot an estimated CUB model with shelter

cubvisual: Plot an estimated CUB model

CUSH: Main function for CUSH models

cush00: CUSH model without covariates

cushcov: CUSH model with 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

ellegecub: Log-likelihood function for gecub distribution

expcub00: Expectation of CUB models

expcube: Expectation of CUBE models

fitted.GEM: S3 method "fitted" for class "GEM"

gecubpqs: Main function for CUB models with covariates for all the...

GEM: Main function for GEM 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

logLik.GEM: logLik S3 Method for class "GEM"

loglikihg: Log-likelihood function for IHG models

loglikihgcov: Log-likelihood function for the IHG model with covariates

logscore: Logarithmic score

makeplot: Plot facilities for GEM objects

multicub: Joint plot of estimated CUB models in the parameter space

multicube: Joint plot of estimated CUBE models in the parameter space

parnames: Generic function for coefficient names

plotloglikihg: Plot of the log-likelihood function of the IHG distribution

print.GEM: S3 method: print for class "GEM"

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

probgecub: Probability distribution of a GeCUB model

probihg: Probability distribution of an IHG model

probihgcovn: Probability distribution of an IHG model with covariates

Q2gecub: Auxiliary function for the log-likelihood estimation of GeCUB...

Qdue: Auxiliary function for the log-likelihood estimation of CUBE...

Quno: Auxiliary function for the log-likelihood estimation of CUBE...

Qunogecub: Auxiliary function for the log-likelihood estimation of GeCUB...

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

summary.GEM: S3 method: summary for class "GEM"

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

varcovgecub: Variance-covariance matrix of a CUB model without covariates

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

vcov.GEM: S3 method vcov()for class "GEM"

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/logLik.R CUB/R/chi2cub2cov.R CUB/R/loglikcubecov.R CUB/R/gini.R CUB/R/inibest.R CUB/R/simcubshe.R CUB/R/deltaprob.R CUB/R/cubevisual.R CUB/R/cushcov.R CUB/R/vcov.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/BIC.R CUB/R/loglikCUSH.R CUB/R/cubp0.R CUB/R/effeihgcov.R CUB/R/betar.R CUB/R/fitted.R CUB/R/loglikihg.R CUB/R/loglikcubp0.R CUB/R/cormat.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/GEM.R CUB/R/ellegecub.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/coef.R CUB/R/bitgama.R CUB/R/effe01.R CUB/R/probgecub.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/Qunogecub.R CUB/R/varcube.R CUB/R/plotloglikihg.R CUB/R/varcovcub0q.R CUB/R/ellecub.R CUB/R/CUSH.R CUB/R/varcovgecub.R CUB/R/print.R CUB/R/makeplot.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/loglikcubecsi.R CUB/R/cubshevisual.R CUB/R/probcubshe3.R CUB/R/multicube.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/parnames.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/Q2gecub.R CUB/R/probihg.R CUB/R/relgoods.R CUB/R/effecush.R CUB/R/simcube.R CUB/R/summary.R CUB/R/loglikcubpq.R CUB/R/bitcsi.R CUB/R/auxmat.R CUB/R/Qdue.R CUB/R/cub00.R CUB/R/probihgcovn.R CUB/R/gecubpqs.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/cormat.Rd 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/summary.GEM.Rd CUB/man/coef.GEM.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/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/varcovcub0q.Rd CUB/man/chi2cub.Rd CUB/man/effe01.Rd CUB/man/cubecov.Rd CUB/man/gecubpqs.Rd CUB/man/makeplot.Rd CUB/man/probcubshe1.Rd CUB/man/simcubshe.Rd CUB/man/parnames.Rd CUB/man/Qdue.Rd CUB/man/loglikcushcov.Rd CUB/man/probcubp0.Rd CUB/man/varcovgecub.Rd CUB/man/GEM.Rd CUB/man/univer.Rd CUB/man/cubvisual.Rd CUB/man/bitcsi.Rd CUB/man/multicube.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/probgecub.Rd CUB/man/inibestcubecov.Rd CUB/man/loglikihgcov.Rd CUB/man/bitgama.Rd CUB/man/varmatCUB.Rd CUB/man/relgoods.Rd CUB/man/vcov.GEM.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/BIC.GEM.Rd CUB/man/CUBE.Rd CUB/man/probihg.Rd CUB/man/CUSH.Rd CUB/man/varcovcubeexp.Rd CUB/man/simcush.Rd CUB/man/ellegecub.Rd CUB/man/Qunogecub.Rd CUB/man/chi2cub2cov.Rd CUB/man/fitted.GEM.Rd CUB/man/loglikcubecsi.Rd CUB/man/inibestgama.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/cubshevisual.Rd CUB/man/Q2gecub.Rd CUB/man/cubevisual.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/print.GEM.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/logLik.GEM.Rd CUB/man/CUB.Rd

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