Contributed Sessions
last update 2025/05/07
CS01 -- Divergence based inference - IV
Chaired by Ayanendranath Basu
Room Meridiana
Divergence and model adequacy, a semiparametric case study
Michel Broniatowski (Pierre and Marie Curie University)
Inequality constrained minimum density power divergence estimation
Shuvashree Mondal (Indian Institute of Technology Dhanbad)
Generalized Alpha-Beta Divergence, its Properties and Associated Entropy
Subhrajyoty Roy (Indian Statistical Institute Kolkata)
CS02 -- Data depth, scatter and metric spaces
Chaired by Davy Paindaveine
Room Gardenia
Simplicial depth in the plane: Exact Expressions and Implications
Erik Mendroš (Charles University)
Spatial depth in metric spaces
Joni Virta (University of Turku)
Location and Scatter Halfspace Depth for alpha-Symmetric Distributions
Filip Bočinec (Charles University)
Properties and robustness of scatter halfspace depth
Gaetan Louvet (Universitè libre de Bruxelles)
CS03 -- Robustness in the Bayesian Framework
Chaired by Marco Avella-Medina
Room Camino
Robust and Conjugate Gaussian Process Regression
Matias Altamirano (University College London)
A Bayesian semiparametric model for robust estimation
Jayant Jha (Indian Statistical Institute)
Asymptotic and robustness properties of reweighted posteriors
Juraj Marusic (Columbia University)
Scalable Differentially Private Bayesian Optimization
Getoar Sopa (Columbia University)
CS04 -- Properties of Robust methods
Chaired by Michel Broniatowski
Room Meridiana
On (in)consistency of M-estimators under contamination
Jens Klooster (University of Groningen)
Asymptotic properties of Impulse Indicator Saturation under outlier contamination
Otso Hao (University of Oxford)
Infinitesimal Robustness in Randomized Controlled Trials
Mikhail Zhelonkin (Erasmus University Rotterdam)
CS05 -- Robust Statistics for Non-Standard Data - IV
Chaired by Mia Hubert
Room Gardenia
Robust and Flexible Statistical Methods for Localized Community Detection
Michael Weylandt (Baruch College, New York)
Minimum Covariance Determinant Estimator and Outlier Detection for Interval-valued Data
Catarina Padrela Loureiro (Instituto Superior Técnico, Lisbon)
Estimation of a multivariate von Mises distribution
Giulia Bertagnolli (University of Bozen)
Regression for Interval-Valued Variables: from Ordinary Least Squares to Robust Alternatives
Maria Rosario Oliveira (CEMAT & Department of Mathematics, Instituto Superior Técnico, Lisbon)
CS06 -- Outliers identification and Visualization
Chaired by Giovanni Camillo Porzio
Room Meridiana
Graphical Tools for Visualizing Cellwise and Casewise Outliers
Mehdi Hirari (KU Leuven)
Kernel Outlier Detection
Can Hakan Dağıdır (KU Leuven)
Co-Clustering with Outlier Detection for Functional Data
Mario Chizzini (Joint Research Centre, European Commission)
Visualizing anomalies in circular data
Houyem Demni (University of Cassino)
CS07 -- Multivariate and Dependent Data
Chaired by Luca Greco
Room Gardenia
The Dynamic Target: A New Approach to Outlier-Resistant Non-Negative Matrix and Tensor Factorization
George Luta (Georgetown University Medical Center)
Note on asymptotic behavior of spatial sign autocovariance matrices
Marko Voutilainen (University of Turku)
Robust multiple imputation with GAM
Matthias Templ (University of Applied Sciences and Arts, Northwestern Switzerland)
Fuzzy Clustering of Multivariate Time Series Based on Common Principal Component Analysis with Robust Extension
Ziling Ma (KAUST)
CS08 -- Applications - I
Chaired by Marco Riani
Room Camino
Robustness of a Proportion Estimator of the Extremal Index
Manuela Souto de Miranda (University of Aveiro)
Enhancing Process Monitoring with Robust EWMA Control Charts: A Study on Contaminated and Skewed Data
Derya Karagöz (University of Malta)
Estimation of the Neutrosophic Finite Population Median Using Robust Auxiliary Variable Measures
Saadia Massod (PM AS-Arid Agriculture University Rawalpindi)
Addressing unobserved heterogeneity in multistate event history models with weighted survival time
Abhipsa Tripathy (Indian Institute of Technology Dhanbad)
CS09 -- Regression and Multivariate methods
Chaired by Abhik Ghosh
Room Meridiana
Robust Genomic Prediction and Heritability Estimation using Density Power Divergence
Upama Paul Chowdhury (University of Maryland Baltimore County)
Robust Functional Principal Component Analysis in Electricity Markets
Luigi Grossi (University of Parma)
Robust model selection for logistic regression with an application to sport analytics
Gery Andres Diaz Rubio (University of Bologna)
Changepoint Analysis of Hourly Sky-cloudiness Conditions in Canada
QiQi Lu (Virginia Commonwealth University)
CS10 -- Nonparametric and Distribution-Free Tests
Chaired by Germain Van Bever
Room Gardenia
Exact distribution-free tests of spherical symmetry applicable to high dimensional data
Bilol Banerjee (Indian Statistical Institute)
Selective Randomization Inference for Adaptive Experiments
Tobias Freidling (Ècole polytechnique fèdèrale de Lausanne)
Distribution free multivariate rank based tests
Daniel Hlubinka (Charles University)
Multivariate permutation tests based on discrete optimal transport
Šárka Hudecová (Charles University)
CS11 -- Applications - II
Chaired by Andrea Cerioli
Room Camino
Multi-Criteria Evaluation of User Feedback
Elena Barzizza (University of Padova)
Estimating peak gas demand in European Member States
Anca Costescu (Joint Research Centre, European Commission)
Integrating Text and Network Analysis to Forecast Default Risk in e-Commerce
Brian Daniel Bernhardt (University of Cassino and Souther Lazio)
Outlier detection under the multivariate Student-t distribution
Francesca Torti (Joint Research Centre, European Commission)