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.

AuthorMatteo Quartagno, James Carpenter
Date of publication2016-11-03 19:15:56
MaintainerMatteo Quartagno <matteo.quartagno@lshtm.ac.uk>
LicenseGPL-2
Version2.3-1

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

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