The loaded R package versions (in the order mentioned in the chapter):
- hflights 0.1 (CRAN)
- rapportools 1.0 (CRAN)
- Defaults 1.1-1 (CRAN)
- microbenchmark 1.4-2 (CRAN)
- Hmisc 3.16-0 (CRAN)
- missForest 1.4 (CRAN)
- outliers 0.14 (CRAN)
- lattice 0.20-31 (CRAN)
- MASS 7.3-40 (CRAN)
Further R packages:
- imputeR 1.0.0 (CRAN)
- VIM 4.1.0 (CRAN)
- mvoutlier 2.0.6 (CRAN)
- randomForest 4.6-10 (CRAN)
- AnomalyDetection 1.0 (GitHub @ c78f0df02a8e34e37701243faf79a6c00120e797)
Further reading:
- Inference and Missing Data, Biometrika 63(3), 581-592, Donald B. Rubin in 1976
- Statistical Analysis with Missing Data, Wiley Roderick, J. A. Little in 2002
- Flexible Imputation of Missing Data, CRC, Stef van Buuren in 2012
- Robust Statistical Methods CRAN Task View, Martin Maechler at https://cran.r-project.org/web/views/Robust.html
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