R: Reference-Based Multiple Imputation for Ordinal/Binary Response

# Reference-Based Multiple Imputation for Ordinal/Binary Response

## Documentation for package ‘remiod’ version 1.0.2

- DESCRIPTION file
- User guides, package vignettes and other documentation
- Package NEWS
- Package README

## 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