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Journal of Data Science,
Statistics, and Visualisation

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Comparing model-based unconstrained ordination methods in the analysis of high-dimensional compositional count data

Wenqi Tang, Pekka Korhonen, Jenni Niku, Klaus Nordhausen, Sara Taskinen

2025-05-12

Sparse data-driven random projection in regression for high-dimensional data

Roman Parzer, Peter Filzmoser, Laura Vana-Gür

2025-05-09

Robust maximum Lq-likelihood covariance estimation for replicated spatial data

Sihan Chen, Joydeep Chowdhury, Marc G. Genton

2025-05-02

Climate-driven doubling of U.S. maize loss probability: Interactive simulation with neural network Monte Carlo

A. Samuel Pottinger, Lawson Connor, Brookie Guzder-Williams, Maya Weltman-Fahs, Nick Gondek, Timothy Bowles

2025-04-25

Permutation-based visualisation of input and encoded space in autoencoders

Alan Inglis, Andrew Parnell

2025-04-07

Bootstrap aggregated designs for generalized linear models

Nicholas Rios, John Stufken

2025-01-13

A rank-based estimation method for mixed effects models in the presence of outlying data

Barbara Brune, Irene Ortner, Peter Filzmoser

2024-11-18

Measuring emotions to classify songs: The impact of the COVID-19 pandemic on music streaming data

Alessandro Albano, Irene carola Spera, Mariangela Sciandra, Antonella Plaia

2024-09-18

Understanding world economy dynamics based on indicators and events

Yasser Abbas, Abdelaati Daouia

2024-08-22

Deep dynamic co-clustering of count data streams: application to pharmacovigilance

Giulia Marchello, Alexandre Destere, Marco Corneli, Charles Bouveyron

2024-08-12

RoA: visual analytics support for deconfounded causal inference in observational studies

Dennis Dingen, Marcel van 't Veer, Tom Bakkes, Erik Korsten, Arthur Bouwman, Jarke J. van Wijk

2024-06-04

An edge preserving median filter for images based on level-sets

Jean-Pierre Stander, Inger Fabris-Rotelli, Theodor Loots, Johan van Niekerk, Alfred Stein

2024-06-04

Subdata selection for big data regression: an improved approach

Vasilis Chasiotis, Dimitris Karlis

2024-06-04

Visual Interactive Parameter Selection for Temporal Blind Source Separation

Claudia Cappello, Nikolaus Piccolotto, Christoph Muehlmann, Markus Bögl, Peter Filzmoser, Silvia Miksch, Klaus Nordhausen

2024-06-04

An Efficient Way to Find Optimal Crossover Designs Using CVX for Precision Medicine: Optimal Crossover Designs via CVX

Yin Li, Weng Kee Wong, Hua Zhou, Keumhee Chough Carriere

2024-06-04

Editorial

Ying Chen, Patrick Groenen, Kwan-Liu Ma, Stefan Van Aelst

2024-03-20

Visualisations for Bayesian Additive Regression Trees

Alan Inglis, Andrew Parnell, Catherine Hurley

2024-02-07

Should We Test the Model Assumptions Before Running a Model-based Test?

Iqbal Shamsudheen, Christian Hennig

2023-11-07

Gradient COBRA: A kernel-based consensual aggregation for regression: Kernel-based Aggregation for Regression

Sothea HAS

2023-10-02

A Review of Containerization for Interactive and Reproducible Analysis

Gregory Hunt, Johann Gagnon-Bartsch

2023-03-14

Implementation of an Adaptable COVID-19 Utilization and Resource Visualization Engine (CURVE) to Depict In-Hospital Resource Forecasts Over Time

Shih-Hsiung Chou, Philip Turk, Marc Kowalkowski, James Kearns, Jason Roberge, Jennifer Priem, Yhenneko Taylor, Ryan Burns, Pooja Palmer, Andrew McWilliams

2022-11-28

A Spatial SEIR Model for COVID-19 in South Africa

Inger Fabris-Rotelli, Jenny Holloway, Zaid Kimmie, Sally Archibald, Pravesh Debba, Raeesa Manjoo-Docrat, Alize le Roux, Nontembeko Dudeni-Tlhone, Charl Janse van Rensburg, Renate Thiede, Nada Abdelatif, Sibusisiwe Makhanya, Arminn Potgieter

2022-11-28

Using hospital data for monitoring the dynamics of COVID-19 in France

Marc Lavielle

2022-11-28

Multiple Changepoint Analysis of COVID-19 Infection Progression and Related Deaths in the Small Island State of Malta

David Suda, Monique Borg Inguanez, Gianluca Ursino

2022-11-28

Visual Narratives of the Covid-19 pandemic

Adalbert Wilhelm, Susan VanderPlas

2022-11-28

Robust Model-Based Clustering

Juan Domingo Gonzalez, Ricardo A. Maronna, Victor J. Yohai, Ruben H. Zamar

2022-10-06

Network Comparison with Interpretable Contrastive Network Representation Learning

Takanori Fujiwara, Jian Zhao, Francine Chen, Yaoliang Yu, Kwan-Liu Ma

2022-09-07

Compressed sensing with a jackknife and a bootstrap

Aaron Defazio, Mark Tygert, Rachel Ward, Jure Zbontar

2022-08-08

Casting multiple shadows: interactive data visualisation with tours and embeddings

Stuart Lee, Ursula Laa, Dianne Cook

2022-05-30

On Generalization and Computation of Tukey's Depth: Part I

Yiyuan She, Shao Tang, Jingze Liu

2022-03-11

On Generalization and Computation of Tukey's Depth: Part II

Yiyuan She, Shao Tang, Jingze Liu

2022-03-11

INTEREST: INteractive Tool for Exploring REsults from Simulation sTudies

Alessandro Gasparini, Tim P. Morris, Michael J. Crowther

2021-12-31

Handling Cellwise Outliers by Sparse Regression and Robust Covariance

Jakob Raymaekers, Peter Rousseeuw

2021-12-03

A Stepwise Approach for High-Dimensional Gaussian Graphical Models

Ruben Zamar, Marcelo Ruiz, Ginette Lafit, Francisco Nogales

2021-09-30

Editorial Founding Issue

Stefan Van Aelst, Patrick J. F. Groenen

2021-09-30

Journal of Data Science,
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