Factor, Bi-Factor, Second-Order and Factor Tree Copula Models

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Documentation for package ‘FactorCopula’ version 0.9.3

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FactorCopula-package Factor, bi-factor, second-order and factor tree copula models
continuous2ordinal Continuous/count to ordinal responses
copselect1FactorTree Model selection of the 1- and 2-factor tree copula models for item response data
copselect2FactorTree Model selection of the 1- and 2-factor tree copula models for item response data
count2ordinal Continuous/count to ordinal responses
discrepancy Diagnostics to detect a factor dependence structure
GSS The 1994 General Social Survey
M2.1F Goodness-of-fit of factor copula models for mixed data
M2.2F Goodness-of-fit of factor copula models for mixed data
M2.Factor Goodness-of-fit of factor copula models for mixed data
M2.StructuredFactor Goodness-of-fit of bi-factor and second-order copula models for item response data
M2Bifactor Goodness-of-fit of bi-factor and second-order copula models for item response data
M2Second_order Goodness-of-fit of bi-factor and second-order copula models for item response data
mapping Mapping of Kendall's tau and copula parameter
mle.Factor Maximum likelhood estimation of factor copula models for mixed data
mle.FactorTree Maximum likelhood estimation of factor tree copula models
mle.StructuredFactor Maximum likelihood estimation of the bi-factor and second-order copula models for item response data
mle1factor Maximum likelhood estimation of factor copula models for mixed data
mle1FactorTree Maximum likelhood estimation of factor tree copula models
mle2factor Maximum likelhood estimation of factor copula models for mixed data
mle2factor.bvn Maximum likelhood estimation of factor copula models for mixed data
mle2FactorTree Maximum likelhood estimation of factor tree copula models
mleBifactor Maximum likelihood estimation of the bi-factor and second-order copula models for item response data
mleSecond_order Maximum likelihood estimation of the bi-factor and second-order copula models for item response data
par2tau Mapping of Kendall's tau and copula parameter
pbnorm Bivariate normal and Student cdfs with vectorized inputs
pbvt Bivariate normal and Student cdfs with vectorized inputs
PE Political-economic risk of 62 countries for the year 1987
polychoric0 Polychoric correlation
PTSD The Post-traumatic stress disorder (PTSD)
r1factor Simulation of factor copula models for mixed continuous and discrete data
r1factortree Simulation of 1- and 2-factor tree copula models for item response data
r2factor Simulation of factor copula models for mixed continuous and discrete data
r2factortree Simulation of 1- and 2-factor tree copula models for item response data
rBifactor Simulation of bi-factor and second-order copula models for item response data
rfactor Simulation of factor copula models for mixed continuous and discrete data
rFactorTree Simulation of 1- and 2-factor tree copula models for item response data
rSecond_order Simulation of bi-factor and second-order copula models for item response data
rStructuredFactor Simulation of bi-factor and second-order copula models for item response data
Select.Factor Model selection of the factor copula models for mixed data
Select.FactorTree Model selection of the 1- and 2-factor tree copula models for item response data
Select.StructuredFactor Model selection of the bi-factor and second-order copula models for item response data
select1F Model selection of the factor copula models for mixed data
select2F Model selection of the factor copula models for mixed data
selectBifactor Model selection of the bi-factor and second-order copula models for item response data
selectFactorTrVine Model selection of the 1- and 2-factor tree copula models for item response data
selectSecond_order Model selection of the bi-factor and second-order copula models for item response data
semicorr Diagnostics to detect tail dependence or tail asymmetry.
TAS Toronto Alexithymia Scale (TAS)
tau2par Mapping of Kendall's tau and copula parameter
transformation Continuous/count to ordinal responses
vuong.1f Vuong's test for the comparison of factor copula models
vuong.2f Vuong's test for the comparison of factor copula models
Vuong.Factor Vuong's test for the comparison of factor copula models
Vuong.FactorTree Vuong's test for the comparison of 1- and 2-factor tree copula models for item response data
Vuong.StructuredFactor Vuong's test for the comparison of bi-factor and second-order copula models
vuong_FactorTree Vuong's test for the comparison of 1- and 2-factor tree copula models for item response data
vuong_structured Vuong's test for the comparison of bi-factor and second-order copula models