Edit Profile (opens in new tab) Josse, Julie Compute Distance To: Compute Author ID: josse.julie Published as: Josse, Julie; Josse, J. Documents Indexed: 27 Publications since 2008, including 2 Books Co-Authors: 38 Co-Authors with 27 Joint Publications 526 Co-Co-Authors all top 5 Co-Authors 0 single-authored 14 Husson, François 3 Audigier, Vincent 3 Pagès, Jérôme 3 Robin, Geneviève 3 Sardy, Sylvain 2 Boyer, Claire 2 Cornillion, Pierre-André 2 Guyader, Arnaud 2 Jégou, Nicolas 2 Kloareg, Maela 2 Matzner-Løber, Eric 2 Moulines, Eric 2 Piepho, Hans-Peter 2 Rouvière, Laurent 2 Sportisse, Aude 2 2 Wager, Stefan 1 Bogdan, Małgorzata 1 Chavent, Marie 1 Denis, Jean-Baptiste 1 Descloux, Pascaline 1 Fithian, William 1 Forkman, Johannes 1 Gauss, Tobias 1 Holmes, Susan P. 1 Klopp, Olga 1 Lavielle, Marc 1 Liquet, Benot 1 Majewski, Szymon 1 Mayer, Imke 1 Miasojedow, Błażej 1 Moyer, Jean-Denis 1 Mozharovskyi, Pavlo 1 Narasimhan, Balasubramanian 1 Ročková, Veronika 1 Sverdrup, Erik 1 Tibshirani, Robert John 1 van Eeuwijk, Fred A. 1 Verbanck, Marie all top 5 Serials 4 Statistics and Computing 3 Computational Statistics and Data Analysis 2 Journal of the American Statistical Association 2 Journal of Multivariate Analysis 2 Advances in Data Analysis and Classification. ADAC 2 Journal of Computational and Graphical Statistics 2 Journal of Agricultural, Biological, and Environmental Statistics 2 Journal de la Société Française de Statistique 1 Scandinavian Journal of Statistics 1 Journal of Classification 1 Journal of Statistical Computation and Simulation 1 Journal of Machine Learning Research (JMLR) 1 The Annals of Applied Statistics 1 Statistics Surveys Fields 27 Statistics (62-XX) 2 Numerical analysis (65-XX) 2 Computer science (68-XX) 1 Operations research, mathematical programming (90-XX) Publications by Year all cited Publications top 5 cited Publications Citations contained in zbMATH Open 20 Publications have been cited 121 times in 74 Documents Cited by ▼ Year ▼ Selecting the number of components in principal component analysis using cross-validation approximations. Zbl 1243.62082Josse, Julie; Husson, François 20 2012 Handling missing values in exploratory multivariate data analysis methods. Zbl 1316.62006Josse, Julie; Husson, François 16 2012 Adaptive shrinkage of singular values. Zbl 1505.62207Josse, Julie; Sardy, Sylvain 11 2016 Measuring multivariate association and beyond. Zbl 1359.62212Josse, Julie; Holmes, Susan 10 2016 Handling missing values with regularized iterative multiple correspondence analysis. Zbl 1360.62306Josse, Julie; Chavent, Marie; Liquet, Benot; Husson, François 8 2012 Handling missing values in principal component analysis. (Gestion des données manquantes en analyse en composantes principales.) Zbl 1311.62091Josse, Julie; Husson, François; Pagès, Jérôme 8 2009 Testing the significance of the RV coefficient. Zbl 1452.62399Josse, J.; Pagès, J.; Husson, F. 6 2008 Regularised PCA to denoise and visualise data. Zbl 1331.62298Verbanck, Marie; Josse, Julie; Husson, François 6 2015 Bootstrap-based regularization for low-rank matrix estimation. Zbl 1392.62153Josse, Julie; Wager, Stefan 5 2016 Multiple imputation in principal component analysis. Zbl 1274.62409Josse, Julie; Pagès, Jérôme; Husson, François 5 2011 A principal component method to impute missing values for mixed data. Zbl 1414.62206Audigier, Vincent; Husson, François; Josse, Julie 4 2016 MIMCA: multiple imputation for categorical variables with multiple correspondence analysis. Zbl 1505.62485Audigier, Vincent; Husson, François; Josse, Julie 4 2017 Multiple imputation for continuous variables using a Bayesian principal component analysis. Zbl 07184723Audigier, Vincent; Husson, François; Josse, Julie 4 2016 Main effects and interactions in mixed and incomplete data frames. Zbl 1441.62145Robin, Geneviève; Klopp, Olga; Josse, Julie; Moulines, Éric; Tibshirani, Robert 2 2020 Low-rank model with covariates for count data with missing values. Zbl 1422.62192Robin, Geneviève; Josse, Julie; Moulines, Éric; Sardy, Sylvain 2 2019 Hypothesis tests for principal component analysis when variables are standardized. Zbl 1426.62178Forkman, Johannes; Josse, Julie; Piepho, Hans-Peter 2 2019 Multiple correspondence analysis and the multilogit bilinear model. Zbl 1362.62126Fithian, William; Josse, Julie 2 2017 Another look at Bayesian analysis of AMMI models for genotype-environment data. Zbl 1303.62079Josse, Julie; van Eeuwijk, Fred; Piepho, Hans-Peter; Denis, Jean-Baptiste 2 2014 Logistic regression with missing covariates – parameter estimation, model selection and prediction within a joint-modeling framework. Zbl 07178852Jiang, Wei; Josse, Julie; Lavielle, Marc; TraumaBase Group 2 2020 Imputation and low-rank estimation with missing not at random data. Zbl 1452.62174Sportisse, Aude; Boyer, Claire; Josse, Julie 2 2020 Main effects and interactions in mixed and incomplete data frames. Zbl 1441.62145Robin, Geneviève; Klopp, Olga; Josse, Julie; Moulines, Éric; Tibshirani, Robert 2 2020 Logistic regression with missing covariates – parameter estimation, model selection and prediction within a joint-modeling framework. Zbl 07178852Jiang, Wei; Josse, Julie; Lavielle, Marc; TraumaBase Group 2 2020 Imputation and low-rank estimation with missing not at random data. Zbl 1452.62174Sportisse, Aude; Boyer, Claire; Josse, Julie 2 2020 Low-rank model with covariates for count data with missing values. Zbl 1422.62192Robin, Geneviève; Josse, Julie; Moulines, Éric; Sardy, Sylvain 2 2019 Hypothesis tests for principal component analysis when variables are standardized. Zbl 1426.62178Forkman, Johannes; Josse, Julie; Piepho, Hans-Peter 2 2019 MIMCA: multiple imputation for categorical variables with multiple correspondence analysis. Zbl 1505.62485Audigier, Vincent; Husson, François; Josse, Julie 4 2017 Multiple correspondence analysis and the multilogit bilinear model. Zbl 1362.62126Fithian, William; Josse, Julie 2 2017 Adaptive shrinkage of singular values. Zbl 1505.62207Josse, Julie; Sardy, Sylvain 11 2016 Measuring multivariate association and beyond. Zbl 1359.62212Josse, Julie; Holmes, Susan 10 2016 Bootstrap-based regularization for low-rank matrix estimation. Zbl 1392.62153Josse, Julie; Wager, Stefan 5 2016 A principal component method to impute missing values for mixed data. Zbl 1414.62206Audigier, Vincent; Husson, François; Josse, Julie 4 2016 Multiple imputation for continuous variables using a Bayesian principal component analysis. Zbl 07184723Audigier, Vincent; Husson, François; Josse, Julie 4 2016 Regularised PCA to denoise and visualise data. Zbl 1331.62298Verbanck, Marie; Josse, Julie; Husson, François 6 2015 Another look at Bayesian analysis of AMMI models for genotype-environment data. Zbl 1303.62079Josse, Julie; van Eeuwijk, Fred; Piepho, Hans-Peter; Denis, Jean-Baptiste 2 2014 Selecting the number of components in principal component analysis using cross-validation approximations. Zbl 1243.62082Josse, Julie; Husson, François 20 2012 Handling missing values in exploratory multivariate data analysis methods. Zbl 1316.62006Josse, Julie; Husson, François 16 2012 Handling missing values with regularized iterative multiple correspondence analysis. Zbl 1360.62306Josse, Julie; Chavent, Marie; Liquet, Benot; Husson, François 8 2012 Multiple imputation in principal component analysis. Zbl 1274.62409Josse, Julie; Pagès, Jérôme; Husson, François 5 2011 Handling missing values in principal component analysis. (Gestion des données manquantes en analyse en composantes principales.) Zbl 1311.62091Josse, Julie; Husson, François; Pagès, Jérôme 8 2009 Testing the significance of the RV coefficient. Zbl 1452.62399Josse, J.; Pagès, J.; Husson, F. 6 2008 all cited Publications top 5 cited Publications all top 5 Cited by 171 Authors 17 Josse, Julie 9 Husson, François 4 Audigier, Vincent 3 Piepho, Hans-Peter 2 Barbiero, Alessandro 2 Bigot, Jéremie 2 Camiz, Sergio 2 Deledalle, Charles-Alban 2 Ferrari, Pier Alda 2 Fithian, William 2 Forkman, Johannes 2 Kroonenberg, Pieter M. 2 Manzi, Giancarlo 2 Robin, Geneviève 2 Sardy, Sylvain 2 Solaro, Nadia 2 Van Ginkel, Joost R. 1 Adams, Henry 1 Ahn, Jeongyoun 1 Allen, Elena 1 Arabpour, Alireza 1 Azadkia, Mona 1 Bada, Oualid 1 Badakhshan Farahabadi, Fazel 1 Badakhshan, Abed 1 Bar-Hen, Avner 1 Biernacki, Christophe 1 Bilodeau, Martin 1 Bogdan, Małgorzata 1 Borschneck, D. P. 1 Boyer, Claire 1 Cai, Changxiao 1 Calhoun, Vince D. 1 Celisse, Alain 1 Chan, Raymond Hon-Fu 1 Chavent, Marie 1 Chen, Kehui 1 Chen, Yuxin 1 Chi, Eric C. 1 Chi, Yuejie 1 Copeland, Wade 1 Cornu, S. 1 Craiu, Radu V. 1 Debón, Ana 1 Deng, Weiqi 1 Denis, Jean-Baptiste 1 Destercke, Sébastien 1 Ding, Xiucai 1 Dobriban, Edgar 1 Eckley, Idris A. 1 Ekhosuehi, Virtue Uwabomwen 1 Epifanio, Irene 1 Erhardt, Erik Barry 1 Farnoosh, Rahman 1 Fathi Vajargah, Kianoush 1 Feng, Yuan 1 Féral, Delphine 1 Fong, Tom 1 Fu, Tao-Yang 1 Gauss, Tobias 1 Gorecki, Tomasz T. 1 Gu, Yu 1 Guindani, Michele 1 Guo, Qiang 1 Haberman, Steven 1 Hadasch, S. 1 Hlávka, Zdeněk 1 Hui, Ceara 1 Hullar, Meredith 1 Hušková, Marie 1 Hyodo, Masashi 1 Ibáñez, María Victoria 1 Iodice D’Enza, A. 1 Jeon, Yongho 1 Jing, Bingyi 1 Jung, Sungkyu 1 Kassab, Lara 1 Kellner, Jérémie 1 Khosravi, Mohsen 1 Kiers, Henk A. L. 1 Kneip, Alois Richard 1 Kubokawa, Tatsuya 1 Lange, Kenneth L. 1 Lee, Wang-Chien 1 Leeb, William E. 1 Lei, Jing 1 Li, Gen 1 Li, Hongwei 1 Li, Kexin 1 Li, Ting 1 Li, Zhouping 1 Liao, Shizhong 1 Liquet, Benot 1 Liu, Lydia T. 1 Liu, Yong 1 Loisel, Sébastien 1 Lyu, Zhongyuan 1 Ma, Liyao 1 Ma, Qian 1 Majewski, Szymon ...and 71 more Authors all top 5 Cited in 32 Serials 6 Journal of Multivariate Analysis 5 Journal of the American Statistical Association 5 Journal of Statistical Computation and Simulation 5 Computational Statistics and Data Analysis 5 Statistics and Computing 4 The Annals of Statistics 4 Journal of Classification 4 Advances in Data Analysis and Classification. ADAC 4 Journal of Computational and Graphical Statistics 3 The Annals of Applied Statistics 3 Journal of Agricultural, Biological, and Environmental Statistics 2 Information Sciences 2 Statistical Science 2 Journal of Applied Statistics 2 Journal of Machine Learning Research (JMLR) 1 The American Statistician 1 Journal of Computational Physics 1 Insurance Mathematics & Economics 1 Statistics & Probability Letters 1 Circuits, Systems, and Signal Processing 1 Communications in Statistics. Simulation and Computation 1 Pattern Recognition 1 SIAM Journal on Scientific Computing 1 Bernoulli 1 Data Mining and Knowledge Discovery 1 Statistical Methods and Applications 1 Advances in Mathematical Physics 1 Random Matrices: Theory and Applications 1 Journal of Mahani Mathematical Research Center 1 Mathematica Applicanda 1 Mathematics 1 Foundations of Data Science all top 5 Cited in 10 Fields 68 Statistics (62-XX) 7 Numerical analysis (65-XX) 5 Linear and multilinear algebra; matrix theory (15-XX) 5 Computer science (68-XX) 4 Information and communication theory, circuits (94-XX) 2 Probability theory and stochastic processes (60-XX) 2 Operations research, mathematical programming (90-XX) 2 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 1 Functional analysis (46-XX) 1 Biology and other natural sciences (92-XX) Citations by Year