1. High-dimensional data analysis and visualisation

   • Cathy W. S. Chen
   • Rosaria Lombardo
   • Enrico Ripamonti

   Editorial 10 November 2023 Pages: 1 - 2

2. Explainable Ensemble Trees

   • Massimo Aria
   • Agostino Gnasso
   • Giuseppe Pandolfo

   Original paper 12 January 2023 Pages: 3 - 19

   

3. A model-based ultrametric composite indicator for studying waste management in Italian municipalities

   • Carlo Cavicchia
   • Pasquale Sarnacchiaro
   • Giorgia Zaccaria

   Original paper Open access 16 March 2023 Pages: 21 - 50

   

4. Multiway clustering with time-varying parameters

   • Roy Cerqueti
   • Raffaele Mattera
   • Germana Scepi

   Original paper Open access 01 November 2022 Pages: 51 - 92

   

5. The higher-order PLS-SEM confirmatory approach for composite indicators of football performance quality

   • Mattia Cefis
   • Maurizio Carpita

   Original paper 20 October 2022 Pages: 93 - 116

   

6. Testing heterogeneity in quantile regression: a multigroup approach

   • Cristina Davino
   • Giuseppe Lamberti
   • Domenico Vistocco

   Original Paper Open access 10 June 2023 Pages: 117 - 140

   

7. Evaluating countries’ performances by means of rank trajectories: functional measures of magnitude and evolution

   • Francesca Fortuna
   • Alessia Naccarato
   • Silvia Terzi

   Original paper Open access 08 September 2022 Pages: 141 - 157

   

8. Correction to: Evaluating countries’ performances by means of rank trajectories: functional measures of magnitude and evolution

   • Francesca Fortuna
   • Alessia Naccarato
   • Silvia Terzi

   Correction Open access 28 December 2022 Pages: 159 - 159

9. A hybrid approach for the analysis of complex categorical data structures: assessment of latent distance learning perception in higher education

   • Maria Iannario
   • Alfonso Iodice D’Enza
   • Rosaria Romano

   Original paper Open access 15 September 2022 Pages: 161 - 179

   

10. Bootstrapping binary GEV regressions for imbalanced datasets

    • Michele La Rocca
    • Marcella Niglio
    • Marialuisa Restaino

    Original paper Open access 04 February 2023 Pages: 181 - 213

    

11. Correction to: Bootstrapping binary GEV regressions for imbalanced datasets

    • Michele La Rocca
    • Marcella Niglio
    • Marialuisa Restaino

    Correction Open access 19 June 2023 Pages: 215 - 215

12. Missing values and data enrichment: an application to social media liking

    • Paolo Mariani
    • Andrea Marletta
    • Matteo Locci

    Original paper Open access 09 August 2022 Pages: 217 - 237

    

13. Combining unsupervised and supervised learning techniques for enhancing the performance of functional data classifiers

    • Fabrizio Maturo
    • Rosanna Verde

    Original paper Open access 25 July 2022 Pages: 239 - 270

    

14. A robust knockoff filter for sparse regression analysis of microbiome compositional data

    • Gianna Serafina Monti
    • Peter Filzmoser

    Original paper Open access 18 August 2022 Pages: 271 - 288

    

15. Topic based quality indexes assessment through sentiment

    • Marco Ortu
    • Luca Frigau
    • Giulia Contu

    Original paper Open access 20 September 2022 Pages: 289 - 311

    

16. Learning from high dimensional data based on weighted feature importance in decision tree ensembles

    • Nayiri Galestian Pour
    • Soudabeh Shemehsavar

    Original paper 07 April 2023 Pages: 313 - 342

    

17. On four-way CP model estimation efficiency

    • Violetta Simonacci
    • Michele Gallo

    Original paper Open access 30 August 2022 Pages: 343 - 362

    

18. Fair evaluation of classifier predictive performance based on binary confusion matrix

    • Amalia Vanacore
    • Maria Sole Pellegrino
    • Armando Ciardiello

    Original paper Open access 29 November 2022 Pages: 363 - 383