Category Archives: imputation

Announcing the simputation package: make imputation simple

I am happy to announce that my simputation package has appeared on CRAN this weekend. This package aims to simplify missing value imputation. In particular it offers standardized interfaces that make it easy to define both imputation method and imputation … Continue reading

Posted in data cleaning, data correction methods, imputation, programming, R | 5 Comments

Deductive imputation with the deducorrect package

Missing data hinders statistical analyses. Estimating missing values (imputation) prior to analysis is one way to deal with that. In some cases however, the missings need not be estimated at all, since they can be derived with certainty from other … Continue reading

Posted in data correction methods, imputation, R | Leave a comment