missMDA: Handling missing values with/in multivariate data analysis (principal component methods)
Version 1.3

Imputation of incomplete continuous or categorical datasets; Missing values are imputed with a principal component analysis (PCA), a multiple correspondence analysis (MCA) model or a multiple factor analysis (MFA) model; Perform multiple imputation with and in PCA

AuthorFrancois Husson, Julie Josse
Date of publicationNone
MaintainerFrancois Husson <husson@agrocampus-ouest.fr>, Julie Josse <josse@agrocampus-ouest.fr>
LicenseGPL (>= 2)
Version1.3
URL http://www.agrocampus-ouest.fr/math/husson http://www.agrocampus-ouest.fr/math/josse
Package repositoryView on R-Forge
InstallationInstall the latest version of this package by entering the following in R:
install.packages("missMDA", repos="http://R-Forge.R-project.org")

Popular man pages

estim_ncpMCA: Estimate the number of dimensions for the Multiple...
estim_ncpPCA: Estimate the number of dimensions for the Principal Component...
imputeMCA: Impute missing values in categorical variables with Multiple...
imputeMFA: Impute dataset with MFA
imputePCA: Impute dataset with PCA
MIPCA: Multiple Imputation with PCA
plot.MIPCA: Plot the graphs for the Multiple Imputation in PCA
See all...

All man pages Function index File listing

Man pages

estim_ncpMCA: Estimate the number of dimensions for the Multiple...
estim_ncpPCA: Estimate the number of dimensions for the Principal Component...
imputeMCA: Impute missing values in categorical variables with Multiple...
imputeMFA: Impute dataset with MFA
imputePCA: Impute dataset with PCA
MIPCA: Multiple Imputation with PCA
orange: Sensory description of 12 orange juices by 8 attributes.
plot.MIPCA: Plot the graphs for the Multiple Imputation in PCA
vnf: Questionnaire done by 1232 individuals who answered 14...

Functions

MIPCA Man page Source code
estim_ncpMCA Man page Source code
estim_ncpPCA Man page Source code
imputeMCA Man page Source code
imputeMFA Man page Source code
imputePCA Man page Source code
orange Man page
plot.MIPCA Man page Source code
vnf Man page

Files

data
data/orange.rda
data/vnf.rda
R
R/imputePCA.R
R/plot.MIPCA.R
R/imputeMFA.R
R/MIPCA.R
R/estim_ncpPCA.R
R/estim_ncpMCA.R
R/imputeMCA.R
NAMESPACE
DESCRIPTION
man
man/MIPCA.Rd
man/plot.MIPCA.Rd
man/orange.Rd
man/imputeMFA.Rd
man/imputeMCA.Rd
man/vnf.Rd
man/imputePCA.Rd
man/estim_ncpPCA.Rd
man/estim_ncpMCA.Rd
missMDA documentation built on May 21, 2017, 1:36 a.m.

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