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Welcome to amices
A place for people interested in solving missing data problems.
Resources
Books
Van Buuren, S. (2018).
Flexible Imputation of Missing Data. Second Edition.
. Chapman & Hall/CRC. Boca Raton, FL.
Course materials
Handling Missing Data in R with mice
Statistical Methods for combined data sets
Vignettes
Ad hoc methods and the MICE algorithm
Convergence and pooling
Inspecting how the observed data and missingness are related
Passive imputation and post-processing
Imputing multilevel data
Sensitivity analysis with
mice
Generate missing values with
ampute
Code from publications
Flexible Imputation of Missing Data. Second edition.