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

Functions

cldata Man page
jomo Man page
jomo1 Man page
jomo1cat Man page
jomo1cat.MCMCchain Man page
jomo1con Man page
jomo1con.MCMCchain Man page
jomo1.MCMCchain Man page
jomo1mix Man page
jomo1mix.MCMCchain Man page
jomo1ran Man page
jomo1rancat Man page
jomo1rancathr Man page
jomo1rancathr.MCMCchain Man page
jomo1rancat.MCMCchain Man page
jomo1rancon Man page
jomo1ranconhr Man page
jomo1ranconhr.MCMCchain Man page
jomo1rancon.MCMCchain Man page
jomo1ran.MCMCchain Man page
jomo1ranmix Man page
jomo1ranmixhr Man page
jomo1ranmixhr.MCMCchain Man page
jomo1ranmix.MCMCchain Man page
jomo2 Man page
jomo2com Man page
jomo2com.MCMCchain Man page
jomo2hr Man page
jomo2hr.MCMCchain Man page
jomo2.MCMCchain Man page
jomo.lm Man page
jomo.lm.MCMCchain Man page
jomo.MCMCchain Man page
jomo-package Man page
sldata Man page
tldata Man page

Files

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

Questions? Problems? Suggestions? or email at ian@mutexlabs.com.

Please suggest features or report bugs with the GitHub issue tracker.

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