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

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

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"

Functions

auxmat Man page
betabinomial Man page
betabinomialcsi Man page
betar Man page
BIC.GEM Man page
bitcsi Man page
bitgama Man page
chi2cub Man page
chi2cub1cov Man page
chi2cub2cov Man page
coef.GEM Man page
cormat Man page
CUB Man page
cub00 Man page
cub0q Man page
CUBE Man page
cube000 Man page
cubecov Man page
cubecsi Man page
cubevisual Man page
cubp0 Man page
CUB_package Man page
cubpq Man page
cubshe Man page
cubshevisual Man page
cubvisual Man page
CUSH Man page
cush00 Man page
cushcov Man page
deltaprob Man page
dissim Man page
effe01 Man page
effe10 Man page
effecube Man page
effecubecsi Man page
effecush Man page
effeihg Man page
effeihgcov Man page
ellecub Man page
ellegecub Man page
expcub00 Man page
expcube Man page
fitted.GEM Man page
gecubpqs Man page
GEM Man page
gini Man page
Hadprod Man page
IHG Man page
ihg00 Man page
ihgcov Man page
inibest Man page
inibestcube Man page
inibestcubecov Man page
inibestcubecsi Man page
inibestgama Man page
inigrid Man page
iniihg Man page
kkk Man page
laakso Man page
logis Man page
loglikCUB Man page
loglikcub00 Man page
loglikcub0q Man page
loglikCUBE Man page
loglikcubecov Man page
loglikcubecsi Man page
loglikcuben Man page
loglikcubp0 Man page
loglikcubpq Man page
loglikcubshe Man page
loglikCUSH Man page
loglikcush00 Man page
loglikcushcov Man page
logLik.GEM Man page
loglikIHG Man page
loglikihgcov Man page
logscore Man page
makeplot Man page
multicub Man page
multicube Man page
parnames Man page
parnames.GEM Man page
plotloglikihg Man page
print.GEM Man page
probbit Man page
probcub00 Man page
probcub0q Man page
probcube Man page
probcubp0 Man page
probcubpq Man page
probcubshe1 Man page
probcubshe2 Man page
probcubshe3 Man page
probcush Man page
probgecub Man page
probihg Man page
probihgcovn Man page
Q2gecub Man page
Qdue Man page
Quno Man page
Qunogecub Man page
relgoods Man page
simcub Man page
simcube Man page
simcubshe Man page
simcush Man page
simihg Man page
summary.GEM Man page
univer Man page
varcovcub00 Man page
varcovcub0q Man page
varcovcubecov Man page
varcovcubeexp Man page
varcovcubeobs Man page
varcovcubp0 Man page
varcovcubpq Man page
varcovcubshe Man page
varcovgecub Man page
varcub00 Man page
varcube Man page
varmatCUB Man page
varmatCUBE Man page
vcov.GEM Man page

Files

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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