missMDA v1.13

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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 or MCA.

Functions in missMDA

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

Name
MultipleImputation.Rmd
missMDA.Rmd
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Details

Type Package
Date 2018-06-25
License GPL (>= 2)
URL http://math.agrocampus-ouest.fr/infoglueDeliverLive/membres/Francois.Husson, http://juliejosse.com/
Encoding latin1
LazyLoad yes
VignetteBuilder knitr
NeedsCompilation no
Packaged 2018-06-25 13:49:27 UTC; husson
Repository CRAN
Date/Publication 2018-06-25 14:28:03 UTC

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