Publications

Under revision or in preparation

Collarin, C., and Fasiolo, M. (2026+), “Creating semi-parametric AFT models via monotonic P-splines.”

Collarin, Claudia, Fasiolo, M., Goude, Y., and Wood, S. (2025), “Integrating complex covariate transformations in generalized additive models,” arXiv. https://doi.org/10.48550/arXiv.2511.19234.

Collarin, C., Prosdocimi, I., Girardi, P., and Masiol, M. (2026+), “Semi-parametric analysis of air pollutant trends in the north-eastern Italian Alps.”

Girardi, P., Collarin, C., Prosdocimi, I., and Masiol, M. (2026+), “A functional land use regression model for NO\(_{2}\) concentration in the Italian Alpine region.”

Healy, D., Antoniano-Villalobos, I., Collarin, Claudia, Huet, N., Prosdocimi, I., and Siviero, E. (2026), “A lightweight framework for characterising extreme precipitation events in climate ensembles,” arXiv. https://doi.org/10.48550/arXiv.2603.17502.

Conference proceedings

Collarin, C., and Fasiolo, M. (2023), “Automatic effect selection for generalized additive models,” in Proceedings of the 37th international workshop on statistical modelling, pp. 400–404.

Collarin, C., and Fasiolo, M. (2024), “Integrating single index effects in generalized additive models,” in Developments in statistical modelling. IWSM 2024, Contributions to statistics, Springer, Cham, pp. 116–120. https://doi.org/10.1007/978-3-031-65723-8_18.

Collarin, C., and Fasiolo, M. (2025), “GamFactory: An R package for integrating covariate transformations in GAMLSS,” in Proceedings of the 39th international workshop on statistical modelling, eds. D. O’Sullivan, J. Sweeney, S. Moghaddam, and K. Burke, Limerick, Ireland, pp. 307–311.