jomo: Multilevel Joint Modelling Multiple Imputation

Similarly to Schafer's package 'pan', 'jomo' is a package for multilevel joint modelling multiple imputation. Novel aspects of 'jomo' are the possibility of handling binary and categorical data through latent normal variables and the option to use cluster-specific covariance matrices.

Author
Matteo Quartagno, James Carpenter
Date of publication
2016-11-03 19:15:56
Maintainer
Matteo Quartagno <matteo.quartagno@lshtm.ac.uk>
License
GPL-2
Version
2.3-1

View on CRAN

Man pages

cldata
A simulated clustered dataset
jomo
Joint Modelling Imputation
jomo1
JM Imputation of single level data
jomo1cat
JM Imputation of single level data with categorical variables
jomo1cat.MCMCchain
JM Imputation of single level data with categorical variables...
jomo1con
JM Imputation of single level data with continuous variables...
jomo1con.MCMCchain
JM Imputation of single level data with continuous variables...
jomo1.MCMCchain
JM Imputation of single level data - A tool to check...
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
jomo1rancat
JM Imputation of clustered data with categorical variables
jomo1rancathr
JM Imputation of clustered data with categorical variables...
jomo1rancathr.MCMCchain
JM Imputation of clustered data with categorical variables...
jomo1rancat.MCMCchain
JM Imputation of clustered data with categorical variables -...
jomo1rancon
JM Imputation of clustered data with continuous variables...
jomo1ranconhr
JM Imputation of clustered data with continuous variables...
jomo1ranconhr.MCMCchain
JM Imputation of clustered data with continuous variables...
jomo1rancon.MCMCchain
JM Imputation of clustered data with continuous variables...
jomo1ran.MCMCchain
JM Imputation of clustered data - A tool to check convergence...
jomo1ranmix
JM Imputation of clustered data with mixed variable types
jomo1ranmixhr
JM Imputation of clustered data with mixed variable types...
jomo1ranmixhr.MCMCchain
JM Imputation of clustered data with mixed variable types...
jomo1ranmix.MCMCchain
JM Imputation of clustered data with mixed variable types - A...
jomo2
JM Imputation of 2-level data
jomo2com
JM Imputation of 2-level data assuming a common level-1...
jomo2com.MCMCchain
JM Imputation of 2-level data assuming a common level-1...
jomo2hr
JM Imputation of 2-level data assuming cluster-specific...
jomo2hr.MCMCchain
JM Imputation of 2-level data assuming cluster-specific...
jomo2.MCMCchain
JM Imputation of 2-level data - A tool to check convergence...
jomo.lm
Joint Modelling Imputation Compatible with Linear Regression...
jomo.lm.MCMCchain
lm Compatible JM Imputation - A tool to check convergence of...
jomo.MCMCchain
JM Imputation - A tool to check convergence of the MCMC
jomo-package
A package for Multilevel Joint Modelling Multiple Imputation
sldata
A simulated single level dataset
tldata
A simulated 2-level dataset

Files in this package

jomo
jomo/inst
jomo/inst/CITATION
jomo/src
jomo/src/jomo2hr.c
jomo/src/Makevars
jomo/src/MCMCjomo1ranmixhf.c
jomo/src/jomo2com.c
jomo/src/jomo1ranmixhr.c
jomo/src/MCMCjomo1ranconhr.c
jomo/src/jomo1ranmix.c
jomo/src/MCMCjomo2com.c
jomo/src/wishart.h
jomo/src/MCMCjomo1ranmix.c
jomo/src/MCMCjomo2hr.c
jomo/src/MCMCjomo1ranconhf.c
jomo/src/jomo1ranconhr.c
jomo/src/MCMCjomolm.c
jomo/src/jomo2hf.c
jomo/src/jomo1rancon.c
jomo/src/jomo1mix.c
jomo/src/MCMCjomo1rancon.c
jomo/src/jomo1con.c
jomo/src/jomo1ranconhf.c
jomo/src/MCMCjomo1con.c
jomo/src/MCMCjomo1ranmixhr.c
jomo/src/pdflib.h
jomo/src/MCMCjomo1mix.c
jomo/src/jomolm.c
jomo/src/pdflib.c
jomo/src/MCMCjomo2hf.c
jomo/src/wishart.c
jomo/src/jomo1ranmixhf.c
jomo/NAMESPACE
jomo/data
jomo/data/sldata.RData
jomo/data/tldata.RData
jomo/data/cldata.RData
jomo/R
jomo/R/jomo2com.MCMCchain.R
jomo/R/jomo1.MCMCchain.R
jomo/R/jomo-internal.R
jomo/R/jomo1rancathr.R
jomo/R/jomo1cat.R
jomo/R/jomo2hr.R
jomo/R/jomo1mix.R
jomo/R/jomo1rancon.MCMCchain.R
jomo/R/jomo1rancat.R
jomo/R/jomo1ranmixhr.R
jomo/R/jomo1ranconhr.MCMCchain.R
jomo/R/jomo2hr.MCMCchain.R
jomo/R/jomo2.MCMCchain.R
jomo/R/jomo1ran.R
jomo/R/jomo1con.MCMCchain.R
jomo/R/jomo1rancathr.MCMCchain.R
jomo/R/jomo2.R
jomo/R/jomo1con.R
jomo/R/jomo1ranmix.MCMCchain.R
jomo/R/jomo1mix.MCMCchain.R
jomo/R/jomo1.R
jomo/R/jomo2com.R
jomo/R/jomo1rancon.R
jomo/R/jomo1rancat.MCMCchain.R
jomo/R/jomo1ran.MCMCchain.R
jomo/R/jomo1ranmixhr.MCMCchain.R
jomo/R/jomo.MCMCchain.R
jomo/R/jomo.lm.MCMCchain.R
jomo/R/jomo1ranmix.R
jomo/R/jomo1cat.MCMCchain.R
jomo/R/jomo.lm.R
jomo/R/jomo.R
jomo/R/jomo1ranconhr.R
jomo/MD5
jomo/DESCRIPTION
jomo/man
jomo/man/jomo1ran.Rd
jomo/man/jomo1ranconhr.MCMCchain.Rd
jomo/man/jomo1ranmixhr.Rd
jomo/man/jomo2.MCMCchain.Rd
jomo/man/jomo2hr.Rd
jomo/man/jomo2com.MCMCchain.Rd
jomo/man/jomo.lm.MCMCchain.Rd
jomo/man/jomo1rancon.MCMCchain.Rd
jomo/man/sldata.Rd
jomo/man/jomo-package.Rd
jomo/man/jomo1rancathr.Rd
jomo/man/jomo1ranconhr.Rd
jomo/man/jomo1ranmix.MCMCchain.Rd
jomo/man/jomo1.Rd
jomo/man/jomo2.Rd
jomo/man/jomo1ranmixhr.MCMCchain.Rd
jomo/man/jomo1con.MCMCchain.Rd
jomo/man/jomo1ran.MCMCchain.Rd
jomo/man/jomo1rancat.MCMCchain.Rd
jomo/man/jomo1ranmix.Rd
jomo/man/jomo1mix.Rd
jomo/man/jomo1rancon.Rd
jomo/man/jomo1mix.MCMCchain.Rd
jomo/man/jomo1rancathr.MCMCchain.Rd
jomo/man/jomo1cat.Rd
jomo/man/jomo2com.Rd
jomo/man/cldata.Rd
jomo/man/jomo.lm.Rd
jomo/man/jomo2hr.MCMCchain.Rd
jomo/man/tldata.Rd
jomo/man/jomo1cat.MCMCchain.Rd
jomo/man/jomo1con.Rd
jomo/man/jomo1.MCMCchain.Rd
jomo/man/jomo.Rd
jomo/man/jomo1rancat.Rd
jomo/man/jomo.MCMCchain.Rd