Multilevel Joint Modelling Multiple Imputation

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Documentation for package ‘jomo’ version 2.7-6

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cldata A simulated clustered dataset
ExamScores Exam results for six inner London Education Authorities
jomo Joint Modelling Imputation
jomo.clmm Joint Modelling Imputation Compatible with Cumulative Link Mixed Model
jomo.clmm.MCMCchain clmm Compatible JM Imputation - A tool to check convergence of the MCMC
jomo.coxph Joint Modelling Imputation Compatible with Cox Proportional Hazards Model
jomo.coxph.MCMCchain coxph Compatible JM Imputation - A tool to check convergence of the MCMC
jomo.glm Joint Modelling Imputation Compatible with glm Model
jomo.glm.MCMCchain glm Compatible JM Imputation - A tool to check convergence of the MCMC
jomo.glmer Joint Modelling Imputation Compatible with Generalized Linear Mixed Model
jomo.glmer.MCMCchain glmer Compatible JM Imputation - A tool to check convergence of the MCMC
jomo.lm Joint Modelling Imputation Compatible with Linear Regression Model
jomo.lm.MCMCchain lm Compatible JM Imputation - A tool to check convergence of the MCMC
jomo.lmer Joint Modelling Imputation Compatible with Linear Mixed-effects Regression Model
jomo.lmer.MCMCchain lmer Compatible JM Imputation - A tool to check convergence of the MCMC
jomo.MCMCchain JM Imputation - A tool to check convergence of the MCMC
jomo.polr Joint Modelling Imputation Compatible with Proportional Odds Ordinal Probit Regression
jomo.polr.MCMCchain polr Compatible JM Imputation - A tool to check convergence of the MCMC
jomo.smc Joint Modelling Substantive Model Compatible Imputation
jomo.smc.MCMCchain Substantive Model Compatible JM Imputation - A tool to check convergence of the MCMC
jomo1 JM Imputation of single level data
jomo1.MCMCchain JM Imputation of single level data - A tool to check convergence of the MCMC
jomo1cat JM Imputation of single level data with categorical variables
jomo1cat.MCMCchain JM Imputation of single level data with categorical variables - A tool to check convergence of the MCMC
jomo1con JM Imputation of single level data with continuous variables only
jomo1con.MCMCchain JM Imputation of single level data with continuous variables only - A tool to check convergence of the MCMC
jomo1mix JM Imputation of single level data with mixed variable types
jomo1mix.MCMCchain JM Imputation of single level data with mixed variable types
jomo1ran JM Imputation of clustered data
jomo1ran.MCMCchain JM Imputation of clustered data - A tool to check convergence of the MCMC
jomo1rancat JM Imputation of clustered data with categorical variables
jomo1rancat.MCMCchain JM Imputation of clustered data with categorical variables - A tool to check convergence of the MCMC
jomo1rancathr JM Imputation of clustered data with categorical variables with cluster-specific covariance matrices
jomo1rancathr.MCMCchain JM Imputation of clustered data with categorical variables with cluster-specific covariance matrices - A tool to check convergence of the MCMC
jomo1rancon JM Imputation of clustered data with continuous variables only
jomo1rancon.MCMCchain JM Imputation of clustered data with continuous variables only - A tool to check convergence of the MCMC
jomo1ranconhr JM Imputation of clustered data with continuous variables only with cluster-specific covariance matrices
jomo1ranconhr.MCMCchain JM Imputation of clustered data with continuous variables only with cluster-specific covariance matrices - A tool to check convergence of the MCMC
jomo1ranmix JM Imputation of clustered data with mixed variable types
jomo1ranmix.MCMCchain JM Imputation of clustered data with mixed variable types - A tool to check convergence of the MCMC
jomo1ranmixhr JM Imputation of clustered data with mixed variable types with cluster-specific covariance matrices
jomo1ranmixhr.MCMCchain JM Imputation of clustered data with mixed variable types with cluster-specific covariance matrices - A tool to check convergence of the MCMC
jomo2 JM Imputation of 2-level data
jomo2.MCMCchain JM Imputation of 2-level data - A tool to check convergence of the MCMC
jomo2com JM Imputation of 2-level data assuming a common level-1 covariance matrix across level-2 units.
jomo2com.MCMCchain JM Imputation of 2-level data assuming a common level-1 covariance matrix across level-2 units - A tool to check convergence of the MCMC
jomo2hr JM Imputation of 2-level data assuming cluster-specific level-1 covariance matrices across level-2 unit
jomo2hr.MCMCchain JM Imputation of 2-level data assuming cluster-specific level-1 covariance matrices across level-2 units- A tool to check convergence of the MCMC
JSPmiss Exam results for six inner London Education Authorities
sldata A simulated single level dataset
surdata A simulated dataset with survival data
tldata A simulated 2-level dataset