"Multas per gentes et multa per aequora vectus advenio has miseras, frater, ad inferias ..." ( Carmen CI, Catullus)
Recent papers
- Allard, D., Fabbri, P. , Gaetan C. (2020) Modeling and simulating depositional sequences using latent Gaussian random fields, Mathematical Geosciences (to appear)
- Bevilacqua, M. , Caamaño. C., Gaetan, C. (2020) On modelling positive continuous data with spatio-temporal dependence, Environmetrics (to appear)
- Fabbri, P., Gaetan, C., Sartore, L., Dalla Libera, N. (2020) Subsoil Reconstruction in Geostatistics beyond Kriging: A Case Study in Veneto (NE Italy) in HYDROLOGY, vol. 7, pp. 15
- Bacro, J-N.; Gaetan, C.; Opitz, T.; Toulemonde, G. (2019) Hierarchical space-time modeling of asymptotically independent exceedances with an application to precipitation data in JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, (preprint)
- Picone, M., Corami, F. Gaetan, C., Basso, M.,Battiston, A., Panzarin, L., Volpi Ghirardini, A. (2019) Accumulation of trace elements in feathers of the Kentish plover Charadrius alexandrinus in ECOTOXICOLOGY AND ENVIRONMENTAL SAFETY, vol. 179, pp. 62-70
- Arisido, M. W., Gaetan, C., Zanchettin, D., Lopez Parages J., Rubino, A. (2019) Spatio-temporal quantification of climate model errors in a Bayesian framework STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT, vol. 33, pp. 111-124
- Fantinato, E. , Del Vecchio, S., Gaetan, C., Buffa, G. (2019) The resilience of pollination interactions: importance of temporal phases, JOURNAL OF PLANT ECOLOGY, vol. 12, pp. 157-162
- Zanchettin, D., Gaetan, C., Arisido, M. W., Modali, K., Toniazzo, T., Keenlyside, N., Rubino, A. (2017) Structural decomposition of decadal climate prediction errors: A Bayesian approach, SCIENTIFIC REPORTS, vol. 7:12862
- Gaetan C., Girardi P. , Pastres R. (2017) Spatial clustering of curves with an application of satellite data, SPATIAL STATISTICS, vol. 20, pp. 110-124
- Arisido M.W. , Gaetan C. , Zanchettin D., Rubino A. (2017) Bayesian hierarchical model for assessment of climate model biases , in Bayesian statistics in action - Proceedings of BAYSM 2016, Springer pp. 105-113
- Arisido M.W. , Gaetan, C., Zanchettin D. , Rubino A. (2017) A Bayesian hierarchical approach for spatial analysis of climate model bias in multi-model ensembles, STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT (to appear)
- Bacro J-N., Gaetan C., Toulemonde G. (2016) A flexible dependence model for spatial extremes in JOURNAL OF STATISTICAL PLANNING AND INFERENCE, vol. 172, pp. 36-52
- Gaetan C., Girardi, P, Pastres R., Mangin A. (2016) Clustering Chlorophyll-a satellite data using quantiles in THE ANNALS OF APPLIED STATISTICS, vol. 10, pp. 964-988
- Gaetan C., Padoan S. A., Prünster I. (2016) Comment on Article by Page and Quintana in BAYESIAN ANALYSIS, vol. 11, pp. 307-314
- Bevilacqua M., Fassò A., Gaetan, C., Porcu E., Velandia,D. (2016) Covariance tapering for multivariate Gaussian random fields estimation in STATISTICAL METHODS & APPLICATIONS, vol. 25, pp. 21-37
- Bortot P., Gaetan C. (2016) Latent process modelling of threshold exceedances in hourly rainfall series in JOURNAL OF AGRICULTURAL BIOLOGICAL AND ENVIRONMENTAL STATISTICS, vol. 21, pp. 531-547
- Sartore L., Fabbris P., Gaetan, C. (2016) spMC: an R-package for 3D lithological reconstructions based on spatial Markov chains in COMPUTERS & GEOSCIENCES, vol. 94, pp. 40-47
- Bevilacqua M., Gaetan C. (2015) Comparing composite likelihood methods based on pairs for spatial Gaussian random fields in STATISTICS AND COMPUTING, vol. 25, pp. 877-892
- Bortot P.; Gaetan C. (2014) A latent process model for temporal extremes in SCANDINAVIAN JOURNAL OF STATISTICS, vol. 41, pp. 606-621
- Bacro J-N ; Gaetan C. (2014) Estimation of spatial max-stable models using threshold exceedances in STATISTICS AND COMPUTING, vol. 24, pp. 651-662
- Bevilacqua M., Gaetan C., Mateu J., Porcu E. (2012) Estimating space and space-time covariance functions: a weighted composite likelihood approach, in JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, vol. 107, pp. 268-280
- Bacro J-N., Gaetan C. (2012) A review on spatial extreme modelling, Advances and Challenges in Space-time Modelling of Natural Events, in Lecture Notes in Statistics, Berlin Heidelberg, Springer-Verlag, vol. 207, pp. 103-124
- Bortot P., Gaetan C. (2012) Multivariate extremes in A. H. El-Shaarawi , W. W. Piegorsch, Encyclopedia of Environmetrics, New York, John Wiley & Sons, Ltd , pp. 1685-1694
- Fabbri P., Gaetan C., Zangheri P. (2011) Transfer function-noise modelling of an aquifer system in NE Italy, in HYDROLOGICAL PROCESSES, vol. 25, pp. 194-206
- Chiogna M., Gaetan C. (2010) An interchangeable approach for modelling spatio-temporal count data, in ENVIRONMETRICS, vol. 21, pp. 849-867