Regression Models for Ordinal Data


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Documentation for package ‘ordinal’ version 2023.12-4

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ordinal-package Regression Models for Ordinal Data via Cumulative Link (Mixed) Models
anova.clm ANODE Tables and Likelihood ratio test of cumulative link models
clm Cumulative Link Models
clm.control Set control parameters for cumulative link models
clm.fit Fit Cumulative Link Models
clm.fit.default Fit Cumulative Link Models
clm.fit.factor Fit Cumulative Link Models
clm2 Cumulative link models
clm2.control Set control parameters for cumulative link models
clmm Cumulative Link Mixed Models
clmm.control Set control parameters for cumulative link mixed models
clmm2 Cumulative link mixed models
clmm2.control Set control parameters for cumulative link mixed models
condVar Extract conditional modes and conditional variances from clmm objects
condVar.clmm Extract conditional modes and conditional variances from clmm objects
confint.clm Confidence intervals and profile likelihoods for parameters in cumulative link models
confint.clmm2 Confidence intervals and profile likelihoods for the standard deviation for the random term in cumulative link mixed models
confint.profile.clm Confidence intervals and profile likelihoods for parameters in cumulative link models
confint.profile.clmm2 Confidence intervals and profile likelihoods for the standard deviation for the random term in cumulative link mixed models
convergence Check convergence of cumulative link models
convergence.clm Check convergence of cumulative link models
dgumbel The Gumbel Distribution
dlgamma The log-gamma distribution
drop.coef Ensure Full Rank Design Matrix
gcauchy Gradients of common densities
ggumbel The Gumbel Distribution
glgamma The log-gamma distribution
glogis Gradients of common densities
gnorm Gradients of common densities
income Income distribution (percentages) in the Northeast US
nominal_test Likelihood ratio tests of model terms in scale and nominal formulae
nominal_test.clm Likelihood ratio tests of model terms in scale and nominal formulae
ordinal Regression Models for Ordinal Data via Cumulative Link (Mixed) Models
pgumbel The Gumbel Distribution
plgamma The log-gamma distribution
plot.profile.clm Confidence intervals and profile likelihoods for parameters in cumulative link models
plot.profile.clmm2 Confidence intervals and profile likelihoods for the standard deviation for the random term in cumulative link mixed models
plot.slice.clm Slice the likelihood of a clm
predict.clm Predict Method for CLM fits
print.convergence.clm Check convergence of cumulative link models
profile.clm Confidence intervals and profile likelihoods for parameters in cumulative link models
profile.clmm2 Confidence intervals and profile likelihoods for the standard deviation for the random term in cumulative link mixed models
qgumbel The Gumbel Distribution
ranef Extract conditional modes and conditional variances from clmm objects
ranef.clmm Extract conditional modes and conditional variances from clmm objects
rgumbel The Gumbel Distribution
scale_test Likelihood ratio tests of model terms in scale and nominal formulae
scale_test.clm Likelihood ratio tests of model terms in scale and nominal formulae
slice Slice the likelihood of a clm
slice.clm Slice the likelihood of a clm
soup Discrimination study of packet soup
VarCorr Extract variance and correlation parameters
VarCorr.clmm Extract variance and correlation parameters
wine Bitterness of wine