R: Multiple Imputation by Chained Equations with Multilevel Data

# Multiple Imputation by Chained Equations with Multilevel Data

## Documentation for package ‘micemd’ version 1.10.1

- DESCRIPTION file

## Help Pages

micemd-package | Multiple Imputation by Chained Equations with Multilevel Data
CHEM97Na | An incomplete two-level dataset which consists of A/AS-level examination data from England
find.defaultMethod | Suggestion of conditional imputation models to use accordingly to the incomplete dataset
IPDNa | A simulated Individual Patient Data (IPD) meta-analysis with missing values.
mice.impute.2l.2stage.bin | Imputation by a two-level logistic model based on a two-stage estimator
mice.impute.2l.2stage.heckman | Imputation based on Heckman model for multilevel data.
mice.impute.2l.2stage.norm | Imputation by a two-level heteroscedastic normal model based on a two-stage estimator
mice.impute.2l.2stage.pmm | Predictive mean matching imputation for two-level variable
mice.impute.2l.2stage.pois | Imputation by a two-level Poisson model based on a two-stage estimator
mice.impute.2l.glm.bin | Imputation of univariate missing data using a Bayesian logistic mixed model based on non-informative prior distributions
mice.impute.2l.glm.norm | Imputation of univariate missing data using a Bayesian linear mixed model based on non-informative prior distributions
mice.impute.2l.glm.pois | Imputation of count variable using a Bayesian mixed model based on non-informative prior distributions
mice.impute.2l.jomo | Imputation of univariate missing data by a Bayesian multivariate generalized model based on conjugate priors
mice.par | Parallel calculations for Multivariate Imputation by Chained Equations
micemd | Multiple Imputation by Chained Equations with Multilevel Data
Obesity | A two-level incomplete dataset based on an online obesity survey
overimpute | Overimputation diagnostic plot
plot.mira | Graphical investigation for the number of generated datasets