missMDA swMATH ID: 8142 Software Authors: Francois Husson, Julie Josse Description: R package missMDA: Handling missing values with/in multivariate data analysis (principal component methods). 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 Homepage: http://cran.r-project.org/web/packages/missMDA/index.html Source Code: https://github.com/cran/missMDA Dependencies: R Related Software: R; MICE; missForest; Amelia; VIM; softImpute; mi; imputeTS; ElemStatLearn; Hmisc; FactoMineR; ade4; jomo; visdat; Scikit; norm; simputation; ggplot2; naniar; pcaMethods Cited in: 21 Documents Standard Articles 1 Publication describing the Software Year missMDA: A Package for Handling Missing Values in Multivariate Data Analysis Link Julie Josse; François Husson 2016 all top 5 Cited by 50 Authors 8 Josse, Julie 5 Husson, François 2 Audigier, Vincent 2 Barbiero, Alessandro 2 Ferrari, Pier Alda 2 Jiang, Wei 2 Manzi, Giancarlo 2 Robin, Geneviève 2 Solaro, Nadia 2 1 Albano, Giuseppina 1 Bogdan, Małgorzata 1 Borcard, Daniel 1 Chavent, Marie 1 Cobb, Curtiss 1 Debón, Ana 1 Fan, Xiaodan 1 Ghosal, Subhashis 1 Gillet, François 1 Gutman, Roee 1 Haberman, Steven 1 Imbert, Alyssa 1 Iodice D’Enza, A. 1 Klopp, Olga 1 La Rocca, Michele 1 Latouche, Pierre 1 Lavielle, Marc 1 Legendre, Pierre 1 Li, Han 1 Liquet, Benot 1 Majewski, Szymon 1 Miasojedow, Błażej 1 Moulines, Eric 1 Narasimhan, Balasubramanian 1 Ouadah, Sarah 1 Pagès, Jérôme 1 Parrella, Maria Lucia 1 Perna, Cira 1 Robin, Stéphane 1 Ročková, Veronika 1 Roy, Arkaprava 1 Sekhon, Jasjeet S. 1 Shen, Linghao 1 Taylor, Sean J. 1 Tibshirani, Robert John 1 Vialaneix, Nathalie 1 Wang, Chaojie 1 Wehrens, Ron 1 Zhai, Ruoshui 1 Zhang, Chelsea all top 5 Cited in 14 Serials 4 Journal of Computational and Graphical Statistics 3 Advances in Data Analysis and Classification. ADAC 2 Statistical Methods and Applications 2 Use R! 1 Journal of the American Statistical Association 1 Journal of Multivariate Analysis 1 Insurance Mathematics & Economics 1 Journal of Classification 1 Journal of Statistical Computation and Simulation 1 Computational Statistics and Data Analysis 1 The Annals of Applied Statistics 1 Statistics and Its Interface 1 Journal de la Société Française de Statistique 1 Statistics and Computing Cited in 5 Fields 21 Statistics (62-XX) 2 Computer science (68-XX) 1 Linear and multilinear algebra; matrix theory (15-XX) 1 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 1 Biology and other natural sciences (92-XX) Citations by Year