missMDA: Handling Missing Values with Multivariate Data Analysis

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.

Author
Francois Husson, Julie Josse
Date of publication
2016-03-25 20:01:02
Maintainer
Francois Husson <husson@agrocampus-ouest.fr>
License
GPL (>= 2)
Version
1.10
URLs

View on CRAN

Man pages

estim_ncpFAMD
Estimate the number of dimensions for the Factorial Analysis...
estim_ncpMCA
Estimate the number of dimensions for the Multiple...
estim_ncpPCA
Estimate the number of dimensions for the Principal Component...
gene
Gene expression
geno
Genotype-environment data set with missing values
imputeFAMD
Impute mixed dataset
imputeMCA
Impute categorical dataset
imputeMFA
Impute dataset with variables structured into groups of...
imputePCA
Impute dataset with PCA
MIMCA
Multiple Imputation with MCA
MIPCA
Multiple Imputation with PCA
missMDA-package
Handling missing values with/in multivariate data analysis...
orange
Sensory description of 12 orange juices by 8 attributes.
Overimpute
Overimputation diagnostic plot
ozone
Daily measurements of meteorological variables and ozone...
plot.MIPCA
Plot the graphs for the Multiple Imputation in PCA
prelim
Converts a dataset imputed by MIMCA or MIPCA into a mids...
snorena
Characterization of people who snore
TitanicNA
Categorical data set with missing values: Survival of...
vnf
Questionnaire done by 1232 individuals who answered 14...

Files in this package

missMDA
missMDA/inst
missMDA/inst/CITATION
missMDA/NAMESPACE
missMDA/data
missMDA/data/snorena.rda
missMDA/data/ozone.rda
missMDA/data/orange.rda
missMDA/data/gene.rda
missMDA/data/TitanicNA.rda
missMDA/data/vnf.rda
missMDA/data/geno.rda
missMDA/R
missMDA/R/MIPCA.r
missMDA/R/prelim.R
missMDA/R/imputePCA.R
missMDA/R/Overimpute.r
missMDA/R/plot.MIPCA.R
missMDA/R/estim_ncpFAMD.R
missMDA/R/imputeMCA.R
missMDA/R/estim_ncpMCA.R
missMDA/R/imputeFAMD.R
missMDA/R/imputeMFA.R
missMDA/R/MIMCA.r
missMDA/R/estim_ncpPCA.R
missMDA/MD5
missMDA/DESCRIPTION
missMDA/man
missMDA/man/imputePCA.Rd
missMDA/man/imputeMFA.Rd
missMDA/man/estim_ncpPCA.Rd
missMDA/man/gene.Rd
missMDA/man/snorena.Rd
missMDA/man/plot.MIPCA.Rd
missMDA/man/orange.Rd
missMDA/man/TitanicNA.Rd
missMDA/man/ozone.Rd
missMDA/man/missMDA-package.Rd
missMDA/man/imputeFAMD.Rd
missMDA/man/MIPCA.Rd
missMDA/man/prelim.Rd
missMDA/man/Overimpute.Rd
missMDA/man/vnf.Rd
missMDA/man/geno.Rd
missMDA/man/estim_ncpFAMD.Rd
missMDA/man/estim_ncpMCA.Rd
missMDA/man/imputeMCA.Rd
missMDA/man/MIMCA.Rd