International Conference on Robust Statistics - 2023

8:00 - 8:45 (45min)

Welcome

8:45 - 9:00 (15min)

Opening (A3)

Auditorium 3

9:00 - 9:55 (55min)

Keynote - Statistical Learning for Individualized Decision Rules: A Quantile Approach (A3)

Auditorium 3

Lan Wang (chairman: Davy Paindaveine)

https://icors2023.sciencesconf.org/data/program/Keynote_Wang.pdf

10:00 - 11:30 (1h30)

I1: Robust multivariate statistics I (A3)

Auditorium 3

Chairman: Christophe Croux

› The cellwise Minimum Covariance Determinant estimator - Peter Rousseeuw, Department of Mathematics, KU Leuven 10:00-10:30 (30min)

› Robust Fitting for Generalized Additive Models for Location, Scale and Shape - Eva Cantoni, Research Center for Statistics and Geneva School of Economics and Management, University of Geneva 10:30-11:00 (30min)

› S-estimation in linear models with structured covariance matrices - Rik Lopuhaä, Delft University of Technology 11:00-11:30 (30min)

10:00 - 11:00 (1h)

C1: Non and semi parametrics (A5)

Auditorium 5

Chairman: Abdelaati Daouia

› Robust density estimation in total variation distance under a shape constraint - Guillaume Maillard, Université du Luxembourg 10:00-10:20 (20min)

› Robust Estimators for Semiparametric Moment Condition Models - Aida Toma, Bucharest University of Economic Studies, "Gh. Mihoc - C. Iacob" Institute for Mathematical Statistics and Applied Mathematics of the Romanian Academy. 10:20-10:40 (20min)

› Robust estimation under a semiparametric propensity model for nonignorable missing data - Jiwei Zhao, University of Wisconsin-Madison 10:40-11:00 (20min)

11:30 - 13:30 (2h)

Lunch

Administrative restaurant

13:30 - 15:30 (2h)

I2: Functional outlier detection with industrial applications (A3)

Auditorium 3

Chairman: Aurore Archimbaud

› Anomaly detection using data depth: functional setting - Pavlo Mozharovskyi, LTCI, Télécom Paris, Institut Polytechnique de Paris 13:30-14:00 (30min)

› Functional Shape based Features in Multivariate Functional Data Applied to Atmospheric Turbulence Online Prediction - Clément Lejeune, Thales Services Numériques and Tianyi Li, Airbus & Institut de Recherche en Informatique de Toulouse 14:00-14:30 (30min)

› Robust Profile Monitoring for Multivariate Functional Data - Fabio Centofanti, Department of Industrial Engineering, University of Naples Federico II 14:30-15:00 (30min)

› MacroPCA for analysing high-dimensional and functional data - Mia Hubert, Section of Statistics and Data Science, Department of Mathematics, KU Leuven 15:00-15:30 (30min)

13:30 - 15:30 (2h)

C2: Linear models and regression (A5)

Auditorium 5

Chairman: Eva Cantoni

› Robust and Adaptive Functional Logistic regression - Ioannis Kalogridis, KU Leuven 13:30-13:50 (20min)

› Robust Estimation in Exponential Families - Yannick Baraud, University of Luxembourg 13:50-14:10 (20min)

› Heteroscedastic partially linear model with the skew Laplace normal distribution - Fatma Zehra Doğru, Giresun University 14:10-14:30 (20min)

› Estimation of expected shortfall in linear model - Jana Jureckova, Faculty of Mathematics and Physics [Prague], Institute of Information Theory and Automation of the Czech Academy of Sciences 14:30-14:50 (20min)

› Outlier Robust Inference in (Weak) Linear Instrumental Variable Models - Jens Klooster, Erasmus University Rotterdam 14:50-15:10 (20min)

› Extremal index robust estimators based on Negative Binomial regression - Manuela Souto de Miranda, Center for Research & Development in Mathematics and Applications, Aveiro, Portugal 15:10-15:30 (20min)

15:30 - 16:30 (1h)

Coffee break

Cafeteria

15:30 - 16:30 (1h)

Posters (Cafeteria)

Cafeteria

› A consistent robust regression algorithm with the usage of prior information - Fan Zheyi, Academy of Mathematics and Systems Science, University of Chinese Academy of Sciences 15:30-16:30 (1h)

› Anomaly Detection in Financial Time Series by Principal Component Analysis and Neural Networks - Nisrine Madhar, Laboratoire de Probabilités, Statistique et Modélisation 15:30-16:30 (1h)

› Benchmark Of Clustering Methods Applied On A Rotating Machine Vibration Modes Identification In A Nuclear Industrial Environment - Ludovic Makong, Orano Recyclage, La Hague 15:30-16:30 (1h)

› Co-clustering contaminated data: a robust model-based approach - Edoardo Fibbi, KU Leuven, Department of Mathematics, European Commission - Joint Research Centre, Ispra 15:30-16:30 (1h)

› Comparison of functional outlier detection methods - Caroline Le Gall, Airbus 15:30-16:30 (1h)

› Minimum Distance Estimators in Poisson hurdle model - Conceição Amado, Center for Computational and Stochastic Mathematics, Departamento de Matemática, Lisbonne 15:30-16:30 (1h)

› Robust Regression with Discrete Covariates - Otso Hao, University of Oxford 15:30-16:30 (1h)

› Robustness of scatter depth - Gaetan Louvet, Namur Center for Complex Systems, Namur 15:30-16:30 (1h)

16:30 - 17:30 (1h)

S1: In honor of Peter Rousseeuw (A3)

Auditorium 3

Chairman: Anne Ruiz-Gazen and Andreas Alfons

17:30 - 17:50 (20min)

Surprise

Auditorium 3

18:00 - 19:00 (1h)

Welcome Reception

Cloître

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