softImpute specifications


Unique identifier OMICS_30825
Name softImpute
Software type Package/Module
Interface Command line interface
Restrictions to use None
Operating system Unix/Linux, Mac OS, Windows
Programming languages R
License GNU General Public License version 2.0
Computer skills Advanced
Version 1.4
Stability Stable
methods, Matrix, knitr
Source code URL
Maintained Yes


No version available



  • person_outline Trevor Hastie
  • person_outline Rahul Mazumder

softImpute citation


Completing the Results of the 2013 Boston Marathon

PLoS One
PMCID: 3984103
PMID: 24727904
DOI: 10.1371/journal.pone.0093800

[…] carded because they did not perform well in our initial exploratory studies. One method was the SOFT-IMPUTE algorithm of , which is implemented in an R package (, and which should in principle be superior to the older SVD approach of . However, it did not perform so well under our cross-validation comparisons. The other methods both had […]

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