Learn R Programming

⚠️There's a newer version (2.7-6) of this package.Take me there.

jomo (version 1.2-1)

Multilevel Joint Modelling Multiple Imputation

Description

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.

Copy Link

Version

Install

install.packages('jomo')

Monthly Downloads

45,913

Version

1.2-1

License

GPL-2

Maintainer

Matteo Quartagno

Last Published

October 3rd, 2015

Functions in jomo (1.2-1)

JM Imputation of clustered data with continuous variables only

JM Imputation of clustered data with continuous variables only 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

JM Imputation of clustered data with mixed variable types 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

jomo1cat.MCMCchain

JM Imputation of single level data with categorical variables - A tool to check convergence of the MCMC

jomo1ranmix.MCMCchain

JM Imputation of clustered data with mixed variable types - A tool to check convergence of the MCMC

A simulated single level dataset

jomo1rancat.MCMCchain

JM Imputation of clustered data with categorical variables - A tool to check convergence of the MCMC

jomo1rancon.MCMCchain

JM Imputation of clustered data with continuous variables only - A tool to check convergence of the MCMC

A simulated multilevel dataset

JM Imputation of 2-level data

JM Imputation of clustered data with categorical variables with cluster-specific covariance matrices

JM Imputation of single level data with mixed variable types

JM Imputation of single level data with categorical variables

A package for Multilevel Joint Modelling Multiple Imputation

JM Imputation of single level data

jomo1mix.MCMCchain

JM Imputation of single level data with mixed variable types

jomo1rancathr.MCMCchain

JM Imputation of clustered data with categorical variables with cluster-specific covariance matrices - A tool to check convergence of the MCMC

JM Imputation of clustered data with mixed variable types

jomo1con.MCMCchain

JM Imputation of single level data with continuous variables only - A tool to check convergence of the MCMC

jomo1ran.MCMCchain

JM Imputation of 2-level data - A tool to check convergence of the MCMC

JM Imputation of single level data with continuous variables only

JM Imputation of clustered data with categorical variables

jomo1.MCMCchain

JM Imputation of single level data - A tool to check convergence of the MCMC