R: Handling Missing Values with Multivariate Data Analysis

# Handling Missing Values with Multivariate Data Analysis

## Documentation for package ‘missMDA’ version 1.22

- DESCRIPTION file
- User guides, package vignettes and other documentation
- Package README

## Help Pages

missMDA-package | Handling missing values with/in multivariate data analysis (principal component methods)
estim_ncpFAMD | Estimate the number of dimensions for the Factorial Analysis of Mixed Data by cross-validation
estim_ncpMCA | Estimate the number of dimensions for the Multiple Correspondence Analysis by cross-validation
estim_ncpMultilevel | Estimate the number of dimensions for the Multilevel PCA, multlevel MCA or Multilevel FAMD by cross-validation
estim_ncpPCA | Estimate the number of dimensions for the Principal Component Analysis by cross-validation
gene | Gene expression
geno | Genotype-environment data set with missing values
imputeCA | Impute contingency table
imputeFAMD | Impute mixed dataset
imputeMCA | Impute categorical dataset
imputeMFA | Impute dataset with variables structured into groups of variables (groups of continuous or categorical variables)
imputeMultilevel | Impute a multilevel mixed dataset
imputePCA | Impute dataset with PCA
MIFAMD | Multiple Imputation with FAMD
MIMCA | Multiple Imputation with MCA
MIPCA | Multiple Imputation with PCA
missMDA | Handling missing values with/in multivariate data analysis (principal component methods)
orange | Sensory description of 12 orange juices by 8 attributes.
Overimpute | Overimputation diagnostic plot
ozone | Daily measurements of meteorological variables and ozone concentration
plot.MIFAMD | Plot the graphs for the Multiple Imputation in FAMD
plot.MIMCA | Plot the graphs for the Multiple Imputation in MCA
plot.MIPCA | Plot the graphs for the Multiple Imputation in PCA
prelim | Converts a dataset imputed by MIMCA, MIPCA or MIFAMD into a mids object
snorena | Characterization of people who snore
TitanicNA | Categorical data set with missing values: Survival of passengers on the Titanic
vnf | Questionnaire done by 1232 individuals who answered 14 questions