# Multilevel Joint Modelling Multiple Imputation

## Documentation for package ‘jomo’ version 2.7-1

- DESCRIPTION file.

## Help Pages

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