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
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.)
Improved interpretation methods for joint multidimensional scaling and cluster analysis with external information (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.)