Contributed Sessions
CS01 - Environmental and Agricultural Applications
Chaired by Emanuele Taufer (University of Trento)
Room A110
Seasonal Variability in Thermodynamic Conditions Preceding Heavy Rainfall in the Free State, South Africa
Ilse Schoeman (North-West University)
Classification of highly colinear infrared spectral data
Sugnet Lubbe (Stellenbosch University)
Beyond the smoke: What Statistics reveal about Brazilian wildfires
Paulo Canas Rodrigues (Federal University of Bahia)
Analysing Tail Dependencies of Temperature in Agriculturally Active Regions Across South Africa
Vusi Ntiyiso Masingi (North-West University)
Analysing the efficiency of deseasonalisation methods in removing seasonal bias in outliers
Rofhiwa Netshiomvani (North-West University)
CS02 - Interactive Visualisation and Statistical Software
Chaired by Steffen Frey (University of Groningen)
Room A101
CougarStats: Integrating Computational Statistics and Interactive Visual Analytics
Ashok Krishnamurthy (Mount Royal University)
Visualising education policy reforms and inequality indicators in Europe since 2000
Maria Symeonaki (Panteion University)
Interactive Visual Parameter Exploration in Functional Data Analysis
Truls H. Jakobsen (University of Bergen)
When the Model Won’t Invert: Interactive Visual Optimization of Complex Simulations
Kresimir Matkovic (VRVis Research Center, Vienna)
Interactive calibrated-axes biplots in R with the bipl5 package
Ruan Buys (Stellenbosch University)
CS03 - Clustering and Methods for Clustered Data
Chaired by Patrick Groenen (Erasmus University)
Room A102
Sparse Feature Group K-Means
Niang Ndèye (Conservatoire national des arts et métiers)
Robust clustering for matrix-variate data
Marcus Mayrhofer (Technische Universität Wien)
The bixplot: A variation on the boxplot suited for bimodal data
Peter Rousseeuw (University of Leuven)
Sparse Weighted Multi-view Clustering
Niang Ndèye (Conservatoire national des arts et métiers)
Multivariate functional Mahalanobis distance with application to clustering
Una Radojicic (Technische Universität Wien)
CS04 - Causal Inference, Graphical and Network Models
Chaired by Veronica Vinciotti (University of Trento)
Room A101
Hyperevent network modelling of partially observed gossip data
Veronica Poda (University of Trento)
Beyond pairwise: investigating higher-order statistical behaviour in network psychometrics
Niels Van Santen (Ghent University)
Age-Specific Mortality in Italian Provinces via Functional Generalized Linear Mixed Models
Matteo Scianna (University of Trento)
Bias-Variance Propagation from Precision Matrix Estimation to Minimum-Variance Portfolios
Alessandro Fulci (University of Trento)
Sensitivity analysis for causal effects measured on the Odds Ratio scale
Elena Stanghellini (University of Perugia)
CS05 - Computational and Algorithmic Advances
Chaired by Gyorgy Terdik (University of Debrecen)
Room A102
Efficient and scalable Bayesian inference for joint modelling longitudinal and event history data
Guangquan Li (Northumbria University)
Recursive Computation of Multivariate Hermite–Gaussian Integrals with Applications
Emanuele Taufer (University of Trento)
Scalable Estimation of Large Generalized Additive Models
Claudia Collarin (University of Edinburgh)
On stochastic structure of thinning-based non-negative vector-valued ARMA processes
Márton Ispány (University of Debrecen)
interlace: Closing the Mixed-Effects Modelling Gap in Python
Helio Pais (The StepStone Group)
CS06 - Distance and Classification
Chaired by Una Radojicic (Technische Universität Wien)
Room A110
A Supervised Distance Metric for K-Nearest Neighbors with Mixed-Type Data
Carlo Cavicchia (Erasmus University)
Depth functions for tree-indexed data
Giacomo Francisci (University of Trento)
A robust distance concept for Random Surfaces with application to classification
Leopold Micheler (Technische Universität Wien)
Cellwise robust Gaussian mixture model for multi-group data with label noise
Patricia Puchhammer (Technische Universität Wien)
Robust data cleaning for tensor-valued observations, with application to GCxGC-MS data
Peter Filzmoser (Technische Universität Wien)
CS07 - Dimension Reduction Methods
Chaired by Patricia Puchhammer (Technische Universität Wien)
Room A101
Principal component analysis for interval-valued data with multiple number of observations from each subject
Anuradha Roy (The University of Texas at San Antonio)
Globally Aligned Principal Component Analysis for Multi-Group Data
Hedayat Fathi (Université Laval)
CS08 - Microbiome Data Analysis
Chaired by Sugnet Lubbe (Stellenbosch University)
Room A102
A robust and flexible nonparametric approach for longitudinal microbiome data analysis
Taesung Park (Seoul National University)
Compositional microbiome-based signatures associate with general health status
Meritxell Pujolassos (University of Vic)
CS09 - Bayesian Model Selection
Chaired by Claudio Agostinelli (University of Trento)
Room A110
Bayesian Variable Selection in Generalized Linear Models
Lucia Filippozzi (University of Trento)
Contrasting disinformation: A mixture of Hawkes Processes for the identification of coordinated inauthentic behaviour
Elisa Muratore (University of Trento)