Reference-Based Multiple Imputation for Ordinal/Binary Response

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Documentation for package ‘remiod’ version 1.0.2

• DESCRIPTION file.
• User guides, package vignettes and other documentation.
• Package NEWS.

Help Pages

antidep	wide format of continuous response of antidepressant data.
clm_MI_CR	Apply Copy-Reference(CR) Method to Update JAGS MCMC outputs under MAR for Cumulative Logistic Model
clm_MI_delta	Apply Delta adjustment to Update JAGS MCMC outputs under MAR for Cumulative Logistic Model
clm_MI_J2R	Apply Jump-to-Reference(J2R) Method to Update JAGS MCMC outputs under MAR for Cumulative Logistic Model
coef.summary.remiod	Summarize the results from an object of class remiod
extract_MIdata	Extract a specified number of multiple imputed datasets
get_MI_RB	Create multiple imputed datasets based on assigned imputation method.
get_Mlist	Prepare imputation-model-related information
get_subset	Extract specific parameters from MCMC samples
glm_MI_CR	Apply Copy-Reference(CR) Method to Update JAGS MCMC outputs under MAR for Generalized Linear Model
glm_MI_delta	Apply Delta adjustment to Update JAGS MCMC outputs under MAR for Generalized Linear Model
glm_MI_J2R	Apply Jump-to-Reference(J2R) Method to Update JAGS MCMC outputs under MAR for Generalized Linear Model
list.models	Listing the sequence of models used for imputation
mcmcplot	Visualizing the posterior sample Creates a set of plots for visually evaluating convergence and mixing of the chains from the MCMC sample of an object of class 'remiod'.
miAnalyze	Takes multiply imputed datasets (as generated by the 'extract_MIdata()' function) and runs an analysis function on each of them.
opm_MI_CR	Apply Copy-Reference(CR) Method to Update JAGS MCMC outputs under MAR for probit Model
opm_MI_delta	Apply Delta adjustment to Update JAGS MCMC outputs under MAR for Cumulative Logistic Model
opm_MI_J2R	Apply Jump-to-Reference(J2R) Method to Update JAGS MCMC outputs under MAR for Cumulative Logistic Model
print.summary.remiod	Summarize the results from an object of class remiod
remiod	Reference-Based Multiple Imputation for Ordinal/Binary Response
schizo	National Institute of Mental Health shizophrenia study
schizob	wide format of binary response of Schizophrenia data.
schizow	wide format of ordinal response of Schizophrenia data.
summary	Summarize the results from an object of class remiod
summary.remiod	Summarize the results from an object of class remiod
tang_MI_RB	Implement controlled multiple imputation algorithms proposed by Tang