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Josse, Julie

Co-Author Distance
Author ID: josse.julie Recent zbMATH articles by "Josse, Julie"
Published as: Josse, Julie; Josse, J.
Videos: carmin.tv
Documents Indexed: 33 Publications since 2008, including 2 Books and 3 Additional arXiv Preprints
Co-Authors: 52 Co-Authors with 33 Joint Publications
966 Co-Co-Authors
all top 5

Co-Authors

0 single-authored
14 Husson, François
5 Boyer, Claire
5 Sportisse, Aude
3 Audigier, Vincent
3 Mayer, Imke
3 Pagès, Jérôme
3 Robin, Geneviève
3 Sardy, Sylvain
2 Cornillion, Pierre-André
2 Guyader, Arnaud
2 Jégou, Nicolas
2 Jiang, Wei
2 Kloareg, Maela
2 Matzner-Løber, Eric
2 Moulines, Eric
2 Piepho, Hans-Peter
2 Rouvière, Laurent
2
2 Wager, Stefan
1 Biernacki, Christophe
1 Bogdan, Małgorzata
1 Celeux, Gilles
1 Chavent, Marie
1 Chen, Guanhua
1 Colnet, Bénédicte
1 Denis, Jean-Baptiste
1 Descloux, Pascaline
1 Dieng, Awa
1 Dieuleveut, Aymeric
1 Fithian, William
1 Forkman, Johannes
1 Gauss, Tobias
1 Holmes, Susan P.
1 Klopp, Olga
1 Laporte, Fabien
1 Lavielle, Marc
1 Li, Ruohong
1 Liquet, Benot
1 Majewski, Szymon
1 Marbac, Matthieu
1 Miasojedow, Błażej
1 Moyer, Jean-Denis
1 Mozharovskyi, Pavlo
1 Näf, Jeffrey
1 Narasimhan, Balasubramanian
1 Ročková, Veronika
1 Scornet, Erwan
1 Sverdrup, Erik
1 Tibshirani, Robert John
1 van Eeuwijk, Fred A.
1 Varoquaux, Gaël
1 Verbanck, Marie
1 Vert, Jean-Philippe
all top 5

Serials

5 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 Biometrical Journal
1 Journal of Classification
1 Statistical Science
1 Journal of Statistical Computation and Simulation
1 Journal of Machine Learning Research (JMLR)
1 The Annals of Applied Statistics
1 Statistics Surveys

Fields

30 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

26 Publications have been cited 194 times in 131 Documents Cited by ▼ Year ▼
Selecting the number of components in principal component analysis using cross-validation approximations. Zbl 1243.62082
Josse, Julie; Husson, François
24
2012
Handling missing values in exploratory multivariate data analysis methods. Zbl 1316.62006
Josse, Julie; Husson, François
18
2012
Measuring multivariate association and beyond. Zbl 1359.62212
Josse, Julie; Holmes, Susan
16
2016
Adaptive shrinkage of singular values. Zbl 1505.62207
Josse, Julie; Sardy, Sylvain
14
2016
Testing the significance of the RV coefficient. Zbl 1452.62399
Josse, J.; Pagès, J.; Husson, F.
12
2008
Handling missing values with regularized iterative multiple correspondence analysis. Zbl 1360.62306
Josse, Julie; Chavent, Marie; Liquet, Benot; Husson, François
10
2012
A principal component method to impute missing values for mixed data. Zbl 1414.62206
Audigier, Vincent; Husson, François; Josse, Julie
10
2016
Handling missing values in principal component analysis. (Gestion des données manquantes en analyse en composantes principales.) Zbl 1311.62091
Josse, Julie; Husson, François; Pagès, Jérôme
8
2009
Multiple imputation for continuous variables using a Bayesian principal component analysis. Zbl 1510.62262
Audigier, Vincent; Husson, François; Josse, Julie
8
2016
Regularised PCA to denoise and visualise data. Zbl 1331.62298
Verbanck, Marie; Josse, Julie; Husson, François
7
2015
Multiple imputation in principal component analysis. Zbl 1274.62409
Josse, Julie; Pagès, Jérôme; Husson, François
7
2011
MIMCA: multiple imputation for categorical variables with multiple correspondence analysis. Zbl 1505.62485
Audigier, Vincent; Husson, François; Josse, Julie
7
2017
Logistic regression with missing covariates – parameter estimation, model selection and prediction within a joint-modeling framework. Zbl 1510.62322
Jiang, Wei; Josse, Julie; Lavielle, Marc; TraumaBase Group
6
2020
Imputation and low-rank estimation with missing not at random data. Zbl 1452.62174
Sportisse, Aude; Boyer, Claire; Josse, Julie
6
2020
Imputation of mixed data with multilevel singular value decomposition. Zbl 07499076
Husson, François; Josse, Julie; Narasimhan, Balasubramanian; Robin, Geneviève
6
2019
Bootstrap-based regularization for low-rank matrix estimation. Zbl 1392.62153
Josse, Julie; Wager, Stefan
6
2016
Doubly robust treatment effect estimation with missing attributes. Zbl 1470.62160
Mayer, Imke; Sverdrup, Erik; Gauss, Tobias; Moyer, Jean-Denis; Wager, Stefan; Josse, Julie
5
2020
Main effects and interactions in mixed and incomplete data frames. Zbl 1441.62145
Robin, Geneviève; Klopp, Olga; Josse, Julie; Moulines, Éric; Tibshirani, Robert
4
2020
Adaptive Bayesian SLOPE: model selection with incomplete data. Zbl 07546464
Jiang, Wei; Bogdan, Małgorzata; Josse, Julie; Majewski, Szymon; Miasojedow, Błażej; Ročková, Veronika; TraumaBase Group
4
2022
Another look at Bayesian analysis of AMMI models for genotype-environment data. Zbl 1303.62079
Josse, Julie; van Eeuwijk, Fred; Piepho, Hans-Peter; Denis, Jean-Baptiste
3
2014
Hypothesis tests for principal component analysis when variables are standardized. Zbl 1426.62178
Forkman, Johannes; Josse, Julie; Piepho, Hans-Peter
3
2019
Low-rank model with covariates for count data with missing values. Zbl 1422.62192
Robin, Geneviève; Josse, Julie; Moulines, Éric; Sardy, Sylvain
3
2019
Multiple correspondence analysis and the multilogit bilinear model. Zbl 1362.62126
Fithian, William; Josse, Julie
3
2017
Nonparametric imputation by data depth. Zbl 1437.62071
Mozharovskyi, Pavlo; Josse, Julie; Husson, François
2
2020
Generalizing treatment effects with incomplete covariates: identifying assumptions and multiple imputation algorithms. Zbl 1541.62312
Mayer, Imke; Josse, Julie
1
2023
Causal inference methods for combining randomized trials and observational studies: a review. Zbl 07849738
Colnet, Bénédicte; Mayer, Imke; Chen, Guanhua; Dieng, Awa; Li, Ruohong; Varoquaux, Gaël; Vert, Jean-Philippe; Josse, Julie; Yang, Shu
1
2024
Causal inference methods for combining randomized trials and observational studies: a review. Zbl 07849738
Colnet, Bénédicte; Mayer, Imke; Chen, Guanhua; Dieng, Awa; Li, Ruohong; Varoquaux, Gaël; Vert, Jean-Philippe; Josse, Julie; Yang, Shu
1
2024
Generalizing treatment effects with incomplete covariates: identifying assumptions and multiple imputation algorithms. Zbl 1541.62312
Mayer, Imke; Josse, Julie
1
2023
Adaptive Bayesian SLOPE: model selection with incomplete data. Zbl 07546464
Jiang, Wei; Bogdan, Małgorzata; Josse, Julie; Majewski, Szymon; Miasojedow, Błażej; Ročková, Veronika; TraumaBase Group
4
2022
Logistic regression with missing covariates – parameter estimation, model selection and prediction within a joint-modeling framework. Zbl 1510.62322
Jiang, Wei; Josse, Julie; Lavielle, Marc; TraumaBase Group
6
2020
Imputation and low-rank estimation with missing not at random data. Zbl 1452.62174
Sportisse, Aude; Boyer, Claire; Josse, Julie
6
2020
Doubly robust treatment effect estimation with missing attributes. Zbl 1470.62160
Mayer, Imke; Sverdrup, Erik; Gauss, Tobias; Moyer, Jean-Denis; Wager, Stefan; Josse, Julie
5
2020
Main effects and interactions in mixed and incomplete data frames. Zbl 1441.62145
Robin, Geneviève; Klopp, Olga; Josse, Julie; Moulines, Éric; Tibshirani, Robert
4
2020
Nonparametric imputation by data depth. Zbl 1437.62071
Mozharovskyi, Pavlo; Josse, Julie; Husson, François
2
2020
Imputation of mixed data with multilevel singular value decomposition. Zbl 07499076
Husson, François; Josse, Julie; Narasimhan, Balasubramanian; Robin, Geneviève
6
2019
Hypothesis tests for principal component analysis when variables are standardized. Zbl 1426.62178
Forkman, Johannes; Josse, Julie; Piepho, Hans-Peter
3
2019
Low-rank model with covariates for count data with missing values. Zbl 1422.62192
Robin, Geneviève; Josse, Julie; Moulines, Éric; Sardy, Sylvain
3
2019
MIMCA: multiple imputation for categorical variables with multiple correspondence analysis. Zbl 1505.62485
Audigier, Vincent; Husson, François; Josse, Julie
7
2017
Multiple correspondence analysis and the multilogit bilinear model. Zbl 1362.62126
Fithian, William; Josse, Julie
3
2017
Measuring multivariate association and beyond. Zbl 1359.62212
Josse, Julie; Holmes, Susan
16
2016
Adaptive shrinkage of singular values. Zbl 1505.62207
Josse, Julie; Sardy, Sylvain
14
2016
A principal component method to impute missing values for mixed data. Zbl 1414.62206
Audigier, Vincent; Husson, François; Josse, Julie
10
2016
Multiple imputation for continuous variables using a Bayesian principal component analysis. Zbl 1510.62262
Audigier, Vincent; Husson, François; Josse, Julie
8
2016
Bootstrap-based regularization for low-rank matrix estimation. Zbl 1392.62153
Josse, Julie; Wager, Stefan
6
2016
Regularised PCA to denoise and visualise data. Zbl 1331.62298
Verbanck, Marie; Josse, Julie; Husson, François
7
2015
Another look at Bayesian analysis of AMMI models for genotype-environment data. Zbl 1303.62079
Josse, Julie; van Eeuwijk, Fred; Piepho, Hans-Peter; Denis, Jean-Baptiste
3
2014
Selecting the number of components in principal component analysis using cross-validation approximations. Zbl 1243.62082
Josse, Julie; Husson, François
24
2012
Handling missing values in exploratory multivariate data analysis methods. Zbl 1316.62006
Josse, Julie; Husson, François
18
2012
Handling missing values with regularized iterative multiple correspondence analysis. Zbl 1360.62306
Josse, Julie; Chavent, Marie; Liquet, Benot; Husson, François
10
2012
Multiple imputation in principal component analysis. Zbl 1274.62409
Josse, Julie; Pagès, Jérôme; Husson, François
7
2011
Handling missing values in principal component analysis. (Gestion des données manquantes en analyse en composantes principales.) Zbl 1311.62091
Josse, Julie; Husson, François; Pagès, Jérôme
8
2009
Testing the significance of the RV coefficient. Zbl 1452.62399
Josse, J.; Pagès, J.; Husson, F.
12
2008
all cited Publications top 5 cited Publications
all top 5

Cited by 323 Authors

21 Josse, Julie
9 Husson, François
5 Audigier, Vincent
3 Mayer, Imke
3 Piepho, Hans-Peter
3 Robin, Geneviève
2 Barbiero, Alessandro
2 Biernacki, Christophe
2 Bigot, Jéremie
2 Boyer, Claire
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 Marbac, Matthieu
2 Markos, Angelos
2 Moulines, Eric
2 Nienkemper-Swanepoel, Johané
2 Sardy, Sylvain
2 Soize, Christian
2 Solaro, Nadia
2 Sportisse, Aude
2 Sverdrup, Erik
2 Van Ginkel, Joost R.
2 Wager, Stefan
2 Wu, Michael C.
2 Xia, Dong
2 Zhan, Xiang
1 Adams, Henry
1 Ahn, Jeongyoun
1 Alfò, Marco
1 Allen, Elena
1 Alquier, Pierre
1 Arabpour, Alireza
1 Azadkia, Mona
1 Baba, Yuki
1 Bada, Oualid
1 Badakhshan Farahabadi, Fazel
1 Badakhshan, Abed
1 Bar-Hen, Avner
1 Bavaud, François
1 Berrevoets, Jeroen
1 Bilodeau, Martin
1 Bogdan, Małgorzata
1 Borschneck, D. P.
1 Bouveyron, Charles
1 Cai, Changxiao
1 Cai, Jian-Feng
1 Cai, Tianwen
1 Calhoun, Vince D.
1 Cardot, Hervé
1 Celeux, Gilles
1 Celisse, Alain
1 Chan, Kin Wai
1 Chan, Raymond Hon-Fu
1 Chavent, Marie
1 Chen, Guanhua
1 Chen, Kehui
1 Chen, Xuerong
1 Chen, Yuxin
1 Chi, Eric C.
1 Chi, Yuejie
1 Colnet, Bénédicte
1 Copeland, Wade
1 Cornu, S.
1 Costa, Efthymios
1 Craiu, Radu V.
1 Cui, Hengjian
1 Dandl, Susanne
1 Deb, Nabarun
1 Debón, Ana
1 Degras, David A.
1 Deng, Kai
1 Deng, Weiqi
1 Denis, Jean-Baptiste
1 D’Enza, Alfonso Iodice
1 Destercke, Sébastien
1 Diao, Guoqing
1 Dieng, Awa
1 Ding, Xiucai
1 Dobriban, Edgar
1 Dos Santos, Antônia A. L.
1 Eckley, Idris A.
1 Ekhosuehi, Virtue Uwabomwen
1 Elías, Antonio
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 Gardner-Lubbe, Sugnet
1 Gauss, Tobias
1 Gaynanova, Irina
1 Ghanem, Roger G.
...and 223 more Authors
all top 5

Cited in 56 Serials

9 Journal of the American Statistical Association
9 Statistics and Computing
7 Journal of Multivariate Analysis
6 Journal of Statistical Computation and Simulation
6 Computational Statistics and Data Analysis
6 Advances in Data Analysis and Classification. ADAC
6 The Annals of Applied Statistics
5 Biometrics
5 Journal of Computational and Graphical Statistics
4 The Annals of Statistics
4 Information Sciences
4 Journal of Classification
4 Statistical Science
3 Computational Statistics
3 Communications in Statistics. Simulation and Computation
3 Electronic Journal of Statistics
3 Journal of Agricultural, Biological, and Environmental Statistics
2 Journal of Computational Physics
2 Scandinavian Journal of Statistics
2 Journal of Applied Statistics
2 Journal of Machine Learning Research (JMLR)
1 The American Statistician
1 Computer Methods in Applied Mechanics and Engineering
1 Annals of the Institute of Statistical Mathematics
1 Biometrical Journal
1 International Statistical Review
1 Journal of Econometrics
1 Journal of the Korean Mathematical Society
1 Insurance Mathematics & Economics
1 Statistics & Probability Letters
1 Journal of Time Series Analysis
1 Circuits, Systems, and Signal Processing
1 Annals of Operations Research
1 Pattern Recognition
1 SIAM Journal on Scientific Computing
1 Statistica Sinica
1 Bernoulli
1 Journal of Nonparametric Statistics
1 Data Mining and Knowledge Discovery
1 Quantitative Finance
1 Statistical Modelling
1 Statistical Methods and Applications
1 Journal of the Korean Statistical Society
1 Statistical Analysis and Data Mining
1 Foundations and Trends in Signal Processing
1 Advances in Mathematical Physics
1 Wiley Interdisciplinary Reviews. WIREs Computational Statistics
1 Random Matrices: Theory and Applications
1 Journal of Mahani Mathematical Research Center
1 Mathematica Applicanda
1 Mathematics
1 Journal of the Japan Statistical Society. Japanese Issue
1 Japanese Journal of Statistics and Data Science
1 Foundations of Data Science
1 SIAM Journal on Mathematics of Data Science
1 Environmetrics
all top 5

Cited in 12 Fields

122 Statistics (62-XX)
11 Numerical analysis (65-XX)
8 Computer science (68-XX)
7 Linear and multilinear algebra; matrix theory (15-XX)
5 Probability theory and stochastic processes (60-XX)
5 Information and communication theory, circuits (94-XX)
4 Game theory, economics, finance, and other social and behavioral sciences (91-XX)
3 Operations research, mathematical programming (90-XX)
1 Functional analysis (46-XX)
1 Mechanics of deformable solids (74-XX)
1 Biology and other natural sciences (92-XX)
1 Systems theory; control (93-XX)

Citations by Year