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Topic > Multivariate Statistics > Missing Data

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4 projects in result set.

0. missMDA - Imputation of incomplete continuous or categorical datasets; Missing values are imputed with a principal component analysis (PCA) or a multiple correspondence analysis (MCA) model; Perform multiple imputation with and in PCA
Development Status : 4 - Beta [Filter] Intended Audience : Developers [Filter] Intended Audience : End Users/Desktop [Filter] Intended Audience : Other Audience [Filter] License : OSI Approved : GNU General Public License (GPL) [Filter] Natural Language : English [Filter] Programming Language : R [Filter] Topic : Multivariate Statistics : Missing Data [Filter]	Activity Percentile: 0.00 Registered: 2010-07-28 13:20

1. addendum - Utility functions that should have been in R: easy glmnet, pretty graphing and swift debugging and profiling.

Development Status : 5 - Production/Stable [Filter]
Environment : Other Environment [Filter]
Intended Audience : Developers [Filter]
Intended Audience : End Users/Desktop [Filter]
License : OSI Approved : GNU General Public License (GPL) [Filter]
Natural Language : English [Filter]
Operating System : MacOS [Filter]
Operating System : Microsoft [Filter]
Operating System : POSIX : Linux [Filter]
Programming Language : R [Filter]
Topic : Machine Learning : Model Selection and Validation [Filter]
Topic : Multivariate Statistics : Missing Data [Filter]
Topic : Regression Models [Filter]

Activity Percentile: 0.00

Registered: 2011-06-17 13:35

2. missForest - The missForest package enables the user to perform straightforward missing value imputation on basically any kind of data. Additionally, the algorithm supplies the user with an out-of-bag imputation error estimate.

Development Status : 5 - Production/Stable [Filter]
Intended Audience : Developers [Filter]
Intended Audience : End Users/Desktop [Filter]
License : OSI Approved : GNU General Public License (GPL) [Filter]
Natural Language : English [Filter]
Natural Language : German [Filter]
Programming Language : R [Filter]
Topic : Bioinformatics [Filter]
Topic : Machine Learning : Random Forests [Filter]
Topic : Multivariate Statistics : Missing Data [Filter]

Activity Percentile: 0.00

Registered: 2011-05-18 08:28

3. Multiv. Outlier Detection and Imputation - Multivariate outlier detection and imputation in incomplete survey data. Included algorithms are BACON-EEM, Transformed Rank Correlations, ER-algorithm, GIMCD, Epidemic Algorithm (detection and imputation), Winsorized Imputation, POEM.
Development Status : 5 - Production/Stable [Filter] Intended Audience : Developers [Filter] Intended Audience : End Users/Desktop [Filter] License : OSI Approved : GNU General Public License (GPL) [Filter] Natural Language : English [Filter] Programming Language : R [Filter] Topic : Multivariate Statistics : Missing Data [Filter] Topic : Robust Statistics [Filter]	Activity Percentile: 0.00 Registered: 2013-07-04 09:41