my current research consists of:
Diagnosing Persistent Default Risk: A Configurational Approach to Financial Misalignment (Ariante, I., Cavicchia, C. and Sarnacchiaro, P.) - Under review - SSRN
Measuring What Matters in the Sharing Economy: A Multivariate Perspective on the Sharing Economy Index (SEI) (Maričić, M., Uskoković, V., Drinjak, N., Panzaru, E., Jeremić V. and Cavicchia, C.) - Under review
Convex Clustering of Mixed Numerical and Categorical Data (Brink, T. and Cavicchia, C.)
Sparse Scaling (Groenen, P.J.F. and Cavicchia, C.)
Exact solutions for the Sparse Clustering Problem (Soer, M., Cavicchia, C., Kuryatnikova, O. and van den Heuvel, W.)
A Supervised Distance Metric for K-Nearest Neighbors with Mixed-Type Data (van de Velden, M., Iodice D’Enza, A., Markos, A. and Cavicchia, C.)
Modeling Response Styles Across Respondents and Items in Ordinal Questionnaire Data (D’Ambrosio, A., van de Velden, M., Cavicchia, C. and D’Ambrosio, A.)
Structural equation modeling with block covariance structure (Alfons, A. and Cavicchia, C.)
Clustering combining two sources of information: dissimilarities and features on the same observations (Cavicchia, C., van de Velden, M. and Vichi, M.)
Model-based Parsimonious Hierarchical Clustering (Cavicchia, C., Chirita, A. and Scrucca, L.)
Higher-order Factor Analysis (Cavicchia, C. and Vichi, M.)