› 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)
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)
› 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)
› Tandem clustering with invariant coordinate selection - Klaus Nordhausen, Deparment of Mathematics and Statistics, University of Jyväskylä
09:00-09:30 (30min)
› Robust and sparse CCA: An algorithm for dimension reduction via sparsity inducing penalties - Pia Pfeiffer, TU Wien
09:30-10:00 (30min)
› The Influence Function of Graphical Lasso Estimators - Jakob Raymaekers, Department of Quantitative Economics, Maastricht University
10:00-10:30 (30min)
9:00 - 10:20 (1h20)
C3: Outlier detection (A5)
Auditorium 5
Chairman: Andrea Cerioli
› Simultaneous feature selection and outlier detection with optimality guarantees - Luca Insolia, University of Geneva
09:00-09:20 (20min)
› Outlier detection and explanation for matrix-valued data - Marcus Mayrhofer, Vienna University of Technology
09:20-09:40 (20min)
› Least Trimmed Squares Regression: Consistent estimation of the number of outliers - Bent Nielsen, University of Oxford
09:40-10:00 (20min)
› A spatially smoothed MRCD estimator for local outlier detection - Patricia Puchhammer, TU Wien, Institute for Statistics and Mathematical Methods in Economics
10:00-10:20 (20min)
› High breakdown regularized covariance matrices - David Tyler, Department of Statistics, Rutgers University
10:00-10:30 (30min)
› Directional distributions and the half-angle principle - John Kent, University of Leeds
11:00-11:30 (30min)
10:00 - 11:20 (1h20)
C5: Processes and likelihood methods (A5)
Auditorium 5
Chairman: Claudio Agostinelli
› Asymptotic behavior of the Laplacian quasi-maximum likelihood estimator of affine causal processes - Jean-Marc Bardet, Université Paris 1 Panthéon-Sorbonne
10:00-10:20 (20min)
› Weighted likelihood methods for torus data - Luca Greco, University Giustino Fortunato
10:20-10:40 (20min)
› New perspectives in sample complexity of Robust Markov Decicion Processes - Pierre Clavier, Centre de Mathématiques Appliquées - Ecole Polytechnique, Inria, Paris
10:40-11:00 (20min)
› Robust estimation for Markovian mixing processes - Alexandre Lecestre, University of Luxembourg
11:00-11:20 (20min)
› Robust imputation procedures in the presence of influential units in surveys - David Haziza, University of Ottawa
13:30-14:00 (30min)
› Bias control for M-quantile-based small area estimators - Francesco Schirripa Spagnolo, University of Pisa - Università di Pisa
14:00-14:30 (30min)
› Revivals : An R Package for Robust Estimation in Survey Sampling - Cyril Favre-Martinoz, Insee, Direction Générale, Division Organisation et Relations Extérieures
14:30-15:00 (30min)
13:30 - 14:50 (1h20)
C7: High dimension and regularization (A5)
Auditorium 5
Chairman: Peter Filzmoser
› Robust estimation for high dimensional generalized linear models - Claudio Agostinelli, University of Trento
13:30-13:50 (20min)
› The SgenoLasso, a new Lasso method dedicated to extreme observations in genomics - Charles-Elie Rabier, IMAG
13:50-14:10 (20min)
› Robust flexible GLM for high-dimensional data containing mixed variable types penalized with a combination of various penalty terms - Lise Tubex, Department of Mathematics, University of Antwerp - imec
14:10-14:30 (20min)
› Elasso in estimating the signal dimension of ICA - Mengxi Yi, Beijing Normal University
14:30-14:50 (20min)
13:30 - 14:50 (1h20)
C6: Robust inference (A4)
Auditorium 4
Chairman: Yannick Baraud
› Robust and Efficient Post-selection Inference - Anand Vidyashankar, George Mason University, Fairfax
13:30-13:50 (20min)
› Universal closed-form confidence intervals for the ratio of two general population means in the paired design - Tsung-Shan Tsou, Institute of Statistics, National Central University, Taiwan
13:50-14:10 (20min)
› Robustness under missing data: a comparison with special attention to inference - Carole Baum, Department of Mathematics, University of Liège
14:10-14:30 (20min)
› A Computationally Efficient Framework for Robust Estimation - Yuming Zhang, University of Geneva
14:30-14:50 (20min)
› Robust estimation and clustering under heavy tails - Andrea Cerioli, University of Parma
15:30-16:00 (30min)
› On simulating skewed and cluster-weighted data for studying performance of clustering algorithms - Perrotta Domenico, European Commission, Joint Research Centre (JRC)
16:00-16:30 (30min)
› Mendelian randomization: A new robust causal effect estimator using summary data - Alfonso Garcia-Perez, Department of Statistics. Universidad Nacional de Educación a Distancia
16:30-17:00 (30min)
› Hunting bias through trimming - Hristo Inouzhe, Basque Center for Applied Mathematics, Bilbao
17:00-17:30 (30min)
15:30 - 17:30 (2h)
C8: Robust multivariate data analysis (A5)
Auditorium 5
Chairman: Mia Hubert
› Robust Estimation of Conditional ROC Curves - Ana Bianco, University of Buenos Aires and CONICET
15:30-15:50 (20min)
› Robust classification tool for three-way data based on the SIMCA methodology - Valentin Todorov, United Nations Industrial Development Organization, Vienna
15:50-16:10 (20min)
› Multigroup classification by a robust trace ratio method - M. Rosário Oliveira, CEMAT and Department of Mathematics, Instituto Superior Tecnico, University of Lisbon
16:10-16:30 (20min)
› Robustness Properties of Correlation Measures in Ordinal Discrete Data - Max Welz, Erasmus University Rotterdam
16:30-16:50 (20min)
› Robust Maximum Association Estimators of a General Regression Model - Christophe Croux, EDHEC Business School, Lille
16:50-17:10 (20min)
› Generalized Spherical Principal Component Analysis - Sarah Leyder, University of Antwerp
17:10-17:30 (20min)
› Robust estimation for functional logistic regression models based on B-splines - Graciela Boente, Universidad de Buenos Aires and CONICET
10:30-11:00 (30min)
› Robust parameter estimation and variable selection in joint regression modelling for location, scale and skewness of the skew normal distribution - Olcay Arslan, Ankara University
11:00-11:30 (30min)
10:30 - 11:30 (1h)
C9: Robust clustering II (A5)
Auditorium 5
Chairman: Agustín Mayo-Iscar
› Choice of input parameters in robust clustering based on trimming - Luis Angel Garcia-Escudero, Department of Statistics and Operational Research and IMUVA, University of Valladolid
10:30-10:50 (20min)
› A robust model-based clustering based on the geometric median and the Median Covariation Matrix - Antoine Godichon-Baggioni, Laboratoire de Probabilités, Statistique et Modélisation, Sorbonne University, Paris
10:50-11:10 (20min)
› Semi-continuous time series for sparse data with volatility clustering - Michal Pesta, Charles University, Prague
11:10-11:30 (20min)
› Robust second-order stationary spatial blind source separation - Sara Taskinen, Deparment of Mathematics and Statistics, University of Jyväskylä
13:00-13:30 (30min)
› Lp inference for multivariate location based on data-based simplices - Davy Paindaveine, Université Libre de Bruxelles
13:30-14:00 (30min)
› Robust Elastic Net estimators - Matias Salibian-Barrera, University of British Columbia, Vancouver
14:00-14:30 (30min)
13:00 - 14:20 (1h20)
C10: Cellwise and rowwise outliers (A5)
Auditorium 5
Chairman: Ricardo Maronna
› Robust PARAFAC for cellwise and rowwise outliers - Mehdi Hirari, Section of Statistics and Data Science, Department of Mathematics, KU Leuven
13:00-13:20 (20min)
› Robust variable selection under cellwise contamination - Peng Su, University of Sydney
13:20-13:40 (20min)
› Minimum Regularized Covariance Trace Estimator and Outlier Detection for Functional Data - Una Radojicic, Vienna University of Technology
13:40-14:00 (20min)
› Changepoint detection in structured time-dependent functional profiles - Matus Maciak, Faculty of Mathematics and Physics, Charles University of Praha
14:00-14:20 (20min)