Multiple Imputation by Chained Equations with Multilevel Data

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Documentation for package ‘micemd’ version 1.10.0

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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