GAETAN Carlo

Qualifica Professore Associato
Telefono Cell: 3666297899 / 041 234 8404
E-mail gaetan@unive.it
cdr.dais@unive.it - Comitato della ricerca DAIS
Fax 041 234 8584
Web www.unive.it/persone/gaetan (scheda personale)
 http://www.dais.unive.it/~gaetan
Struttura Dipartimento di Scienze Ambientali, Informatica e Statistica
Sito web struttura: http://www.unive.it/dais
Sede: Campus scientifico via Torino
Incarichi Delegato del Dipartimento alla Ricerca

Pubblicazioni per tipologia

Monografia o trattato scientifico
Articolo su rivista
  • Arisido, Maeregu Woldeyes; Gaetan, Carlo; Zanchettin, Davide; Rubino, Angelo (2017), A Bayesian hierarchical approach for spatial analysis of climate model bias in multi-model ensembles in STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT, vol. N/D (ISSN 1436-3240)
    Link DOIURL correlato Link al documento: 10278/3684103 abstract
  • Gaetan, Carlo; Girardi, Paolo; Pastres, Roberto (2017), Spatial clustering of curves with an application of satellite data in SPATIAL STATISTICS, vol. 20, pp. 110-124 (ISSN 2211-6753)
    Link DOI Link al documento: 10278/3684812 abstract
  • Bacro, Jean-Noel; Gaetan, Carlo; Toulemonde, Gwaldys (2016), A flexible dependence model for spatial extremes in JOURNAL OF STATISTICAL PLANNING AND INFERENCE, vol. 172, pp. 36-52 (ISSN 0378-3758)
    Link DOI Link al documento: 10278/3664093
  • Gaetan, Carlo; Girardi, Paolo; Pastres, Roberto; Mangin, Antoine (2016), Clustering Chlorophyll-a satellite data using quantiles in THE ANNALS OF APPLIED STATISTICS, vol. 10, pp. 964-988 (ISSN 1932-6157)
    Link DOI Link al documento: 10278/3666910
  • Gaetan, Carlo; Padoan, Simone A.; Prünster, Igor (2016), Comment on Article by Page and Quintana in BAYESIAN ANALYSIS, vol. 11, pp. 307-314 (ISSN 1936-0975)
    Link DOI Link al documento: 10278/3666521 abstract
  • 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 (ISSN 1618-2510)
    Link DOIURL correlato Link al documento: 10278/3663396
  • Bortot, Paola; Gaetan, Carlo (2016), Latent process modelling of threshold exceedances in hourly rainfall series in JOURNAL OF AGRICULTURAL BIOLOGICAL AND ENVIRONMENTAL STATISTICS, vol. 21, pp. 531-547 (ISSN 1085-7117)
    Link DOI Link al documento: 10278/3672414 abstract
  • Sartore, Luca; Fabbris, Paolo; Gaetan, Carlo (2016), spMC: an R-package for 3D lithological reconstructions based on spatial Markov chains in COMPUTERS & GEOSCIENCES, vol. 94, pp. 40-47 (ISSN 0098-3004)
    Link DOI Link al documento: 10278/3673854
  • M. Bevilacqua; C. Gaetan (2015), Comparing composite likelihood methods based on pairs for spatial Gaussian random fields in STATISTICS AND COMPUTING, vol. 25, pp. 877-892 (ISSN 1573-1375)
    Link DOI Link al documento: 10278/39788
  • P. Bortot; C. Gaetan (2014), A latent process model for temporal extremes in SCANDINAVIAN JOURNAL OF STATISTICS, vol. 41, pp. 606-621 (ISSN 1467-9469)
    Link DOI Link al documento: 10278/38180
  • Bacro J-N ; Gaetan C. (2014), Estimation of spatial max-stable models using threshold exceedances in STATISTICS AND COMPUTING, vol. 24, pp. 651-662 (ISSN 1573-1375)
    Link DOI Link al documento: 10278/37017
  • 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 (ISSN 0162-1459)
    Link DOI Link al documento: 10278/29262
  • 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 (ISSN 0885-6087)
    Link DOI Link al documento: 10278/23478
  • Chiogna M.; Gaetan C. (2010), An interchangeable approach for modelling spatio-temporal count data in ENVIRONMETRICS, vol. 21, pp. 849-867 (ISSN 1180-4009)
    Link DOI Link al documento: 10278/26983
  • CHIOGNA M; GAETAN C.; MASAROTTO G (2008), Automatic identification of seasonal transfer function models by means of iterative stepwise and genetic algorithms in JOURNAL OF TIME SERIES ANALYSIS, vol. 29, pp. 37-50 (ISSN 0143-9782)
    Link al documento: 10278/18531
  • GAETAN C.; GRIGOLETTO M (2007), A hierarchical model for the analysis of spatial rainfall extremes in JOURNAL OF AGRICULTURAL BIOLOGICAL AND ENVIRONMENTAL STATISTICS, vol. 12, pp. 434-449 (ISSN 1085-7117)
    Link al documento: 10278/3757 abstract
  • CHIOGNA M; GAETAN C. (2007), Semiparametric zero-inflated Poisson models with application to animal abundance studies in ENVIRONMETRICS, vol. 18, pp. 303-314 (ISSN 1180-4009)
    Link al documento: 10278/16197
  • CHIOGNA M.; GAETAN C. (2005), Mining epidemiological time series: an approach based on dynamic regression in STATISTICAL MODELLING, vol. 5, pp. 309-325 (ISSN 1471-082X)
    Link al documento: 10278/31645 abstract
  • CHIOGNA M; GAETAN C. (2004), Hierarchical space-time modelling of epidemics dynamics: an application to measles outbreaks in STATISTICAL METHODS & APPLICATIONS, vol. 13, pp. 55-71 (ISSN 1618-2510)
    Link al documento: 10278/11661
  • Bovo V.; Gaetan C.; Villi V. (2004), Massimi annuali delle piogge giornaliere nel Triveneto in L'ACQUA, vol. 5, pp. 19-27 (ISSN 1125-1255)
    Link al documento: 10278/31534
  • GAETAN C.; GRIGOLETTO M. (2004), Smoothing sample extremes with dynamic models in EXTREMES, vol. 7, pp. 221-236 (ISSN 1386-1999)
    Link al documento: 10278/11662
  • GAETAN C.; YAO J.F. (2003), A multiple-imputation Metropolis version of the EM algorithm in BIOMETRIKA, vol. 90, pp. 643-654 (ISSN 0006-3444)
    Link al documento: 10278/11660
  • CHIOGNA M.; GAETAN C. (2002), Dynamic generalized linear models with application to environmental epidemiology in JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES C-APPLIED STATISTICS, vol. 51, pp. 453-468 (ISSN 0035-9254)
    Link al documento: 10278/11658
  • BORDIGNON S; GAETAN C.; LISI F. (2002), Nonlinear models for ground--level ozone forecasting in STATISTICAL METHODS & APPLICATIONS, vol. 11, pp. 227-245 (ISSN 1618-2510)
    Link al documento: 10278/23387
  • GAETAN C. (2000), Subset ARMA model identification using genetic algorithm in JOURNAL OF TIME SERIES ANALYSIS, vol. 21, pp. 559-570 (ISSN 0143-9782)
    Link al documento: 10278/11659
  • Bordignon S; Gaetan C.; Pattaro C. (2000), Un modello per la ricostruzione di dati puviometrici mancanti. in BOLLETTINO DELLA SOCIETA' ITALIANA DELLA SCIENZA DEL SUOLO, vol. 49, pp. 637-647 (ISSN 0390-4865)
    Link al documento: 10278/33946
  • C. Gaetan (1992), Un modello di analisi fattoriale dinamica per la stima della capacità produttiva utilizzata:prime specificazioni in STATISTICA, vol. LII, pp. 397-412 (ISSN 0390-590X)
    Link al documento: 10278/34816
  • Bordignon S.; Gaetan C. (1989), Indicatori multipli dell'occupazione e domanda di lavoro: alcune analisi empiriche con un modello DYMIMIC in ECONOMIA & LAVORO, vol. XXIII, pp. 19-38 (ISSN 0012-978X)
    Link al documento: 10278/31004
Articolo su libro
  • Bacro J-N.; Gaetan C. (2012), A review on spatial extreme modelling , Advances and Challenges in Space-time Modelling of Natural Events, Berlin Heidelberg, Springer-Verlag, vol. 207, pp. 103-124 (ISBN 9783642170850)
    Link DOI Link al documento: 10278/27133
  • GAETAN C.; GRECO L (2010), Weighted likelihood inference for a mixed regressive spatial autoregressive model in PALUMBO; FRANCESCO; LAURO; CARLO NATALE; GREENACRE; MICHAEL J., Data Analysis and Classification, NEW YORK, Springer, pp. 407-414 (ISBN 9783642037382) (ISSN 1431-8814)
    Link DOI Link al documento: 10278/20341
  • GAETAN C.; GUYON; X (2006), Estimation des modèles spatiaux in J.J. DROESBEKE; M. LEJEUNE; G. SAPORTA, Analyse statistique des données spatiales, PARIS, Technip, pp. 217-250 (ISBN 9782710808732)
    Link al documento: 10278/17221
  • GAETAN C.; GUYON X (2006), Processus ponctuels spatiaux in J.J. DROESBEKE; M. LEJEUNE; G. SAPORTA, Analyse statistique des données spatiales, PARIS, Technip, pp. 157-180 (ISBN 9782710808732)
    Link al documento: 10278/17219
  • GAETAN C.; GUYON X (2006), Simulation des modèles spatiaux in J.J. DROESBEKE; M. LEJEUNE; G. SAPORTA, Analyse statistique des données spatiales, PARIS, Technip, pp. 181-216 (ISBN 9782710808732)
    Link al documento: 10278/17220
  • CHIOGNA M.; GAETAN C. (2004), Mortality and air pollution in Philadelphia: a dynamic generalized linear modelling approach in BOCK H.; CHIODI M.; MINEO A., Advances in Multivariate Data Analysis, BERLIN, Springer, pp. 233-244 (ISBN 9783540208891)
    Link al documento: 10278/9694
  • CHIOGNA M; GAETAN C. (2003), Some Applications of Time-Varying Coefficient Models to Count Data in Schader, Martin; Gaul, Wolfgang; Vichi, Maurizio, Between Data Science and Applied Data Analysis, Springer, pp. 182-190 (ISBN 9783540403548)
    Link al documento: 10278/9693
  • Barcellan R.; Bordignon S.; Gaetan C. (1997), Modelli neurali per la previsione di serie storiche multivariate: un applicazione in Antonio Bellacicco , Natale Carlo Lauro, Reti neurali e statistica, Bologna, Franco Angeli, pp. 67-76 (ISBN 9788846402608)
    Link al documento: 10278/34817
  • GAETAN C.; GUYON X. (1997), Simulation de modeles de Gibbs spatiaux par chaine de Markov in JEULIN D., Advances in Theory and Applications of Random Sets, SINGAPORE, WORLD SCIENTIFIC PUBL CO PTE LTD, pp. 289-318 (ISBN 981023001X)
    Link al documento: 10278/9691
  • GAETAN C.; Pievatolo A. (1996), Change-point analysis in stochastic processes in Forcina A.; Marchetti G.M; Hatzinger R., Statistical modelling, ORVIETO, Graphos, pp. 167-175
    Link al documento: 10278/9692
  • TRIVELLATO U; BORDIGNON S; GAETAN C. (1993), A DYMIMIC Model of Employment: Another Look at Some Issues of Formulation, Identification and Estimation in HAAGEN K.; BARTHOLOMEW D.J.; DEISTLER M., STATISTICAL MODELLING AND LATENT VARIABLES, Elsevier Science Publishers, pp. 321-340 (ISBN 9780444898326)
    Link al documento: 10278/18443
Voce in dizionario/enciclopedia
  • 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 (ISBN 9780470973882)
    Link DOI Link al documento: 10278/35596
Articolo in Atti di convegno
  • Arisido, Maeregu Woldeyes; Gaetan, Carlo; Zanchettin, Davide; Rubino, Angelo (2017), Bayesian hierarchical model for assessment of climate model biases in Arisido M.W., Gaetan C., Zanchettin D., Rubino A., Bayesian Statistics in Action. BAYSM 2016., Springer, vol. 194, pp. 105-113, Convegno: BAYSM 2016, 19-21 June (ISSN 2194-1009)
    Link DOI Link al documento: 10278/3685922
  • Girardi, P.; Pastres, R.; Gaetan, C.; Mangin, A.; Taji, M. A. (2015), CLASSIFICATION OF SATELLITE DERIVED CHLOROPHYLL A SPACE-TIME SERIES BY MEANS OF QUANTILE REGRESSION: AN APPLICATION TO THE ADRIATIC SEA , Sentinel-3 for Science Workshop, Proceedings of a workshop held 2-5 June, 2015 in Venice, Italy., ESA SP-734, Convegno: Sentinel-3 for Science Workshop, 2-5 June 2015 (ISBN 978-92-9221-298-8)
    Link al documento: 10278/3680352
  • Bortot P.; Gaetan C. (2014), Latent process models for temporal extremes with an application to rainfall data , 47th SIS Scientific Meeting of the Italian Statistical Society, Cagliari, CUEC Cooperativa Universitaria Editrice Cagliaritana, Convegno: 47th SIS Scientific Meeting of the Italian Statistical Society, June 10-14, 2014 (ISBN 9788884678744)
    Link al documento: 10278/43922
  • Gaetan C.; Girardi P; Pastres R. (2014), The role of spatial dependence on the functional clustering based on the smoothing splines regression , Proceedings of the Seventh International Workshop on Spatio-Temporal Modelling (METMA7, ISSN 2037-7738, Convegno: METMA VII – GRASPA14, 10th-12th September 2014
    Link al documento: 10278/3623098
  • Bevilacqua M.; Gaetan C.; Porcu E. (2011), Covariance tapering for Gaussian multivariate random fields in P. Cerchiello, C. Tarantola, Proceeding CLADAG 2011 Classification and Data Analysis,, Pavia, Pragma congressi srl, Convegno: CLADAG2011, 7-9 Settembre 2011 (ISBN 9788890663901)
    Link al documento: 10278/26190
  • Bevilacqua M.; Gaetan C. (2010), On a pairwise likelihood method for geostatistical data , Atti della XLV Riunione Scientifica della SIS, Convegno: XLV Riunione Scientifica della SIS, 16-18 giugno 2010 (ISBN 9788861295667)
    Link al documento: 10278/18715
  • Gaetan C.; Hardouin C. (2009), Modèle spatio-temporel pour des variables mixtes , Actes de la 41ème Journées de Statistique, SFdS, Convegno: 41ème Journées de Statistique, SFdS, Mai 2009
    Link al documento: 10278/23963
  • PORCU E; BEVILACQUA M; GAETAN C.; MATEU J (2007), A weighted composite likelihood approach for space-time data , Proceedings of the Fifth International Conference S.Co.2007, pp. 404-408, Convegno: S.Co.2007, December 6 - 8, 2007 (ISBN 9788861291140)
    Link al documento: 10278/17411
  • GAETAN C.; GRECO L (2007), Weighted likelihood Inference in Gaussian spatial linear models , Classification and Data Analysis 2007, MACERATA, edizioni Università di Macerata, pp. 309-312, Convegno: Meeting of the Classification and Data Analysis Group of the Italian Statistical Society, 12--14 September 2007 (ISBN 9788860560209)
    Link al documento: 10278/18280
  • BEVILACQUA M; GAETAN C.; PORCU E. MATEU J (2006), Composite likelihood methods for space-time data , Proceedings of the International Workshop on Spatio-Temporal Modelling (METMA3), NAVARRA, Instituto de Estadistica de Navarra, pp. 73-75, Convegno: METMA3 (ISBN 9788497691390)
    Link al documento: 10278/18090
  • CHIOGNA M; GAETAN C. (2005), Additive regression modelling for zero inflated Poisson distribution , Classification and Data Analysis 2005, PARMA, Monte Università Parma, pp. 277-280 (ISBN 9788878470668)
    Link al documento: 10278/18091 abstract
  • CHIOGNA M; GAETAN C. (2004), Exploratory analysis of epidemiological time series by means of transfer function models , Proceedings of the 19th International Workshop on Statistical Modelling, FLORENCE, Florence University Press, pp. 134-138, Convegno: 19th International workshop on statistical modelling, 4-8 July, 2004. (ISBN 9788884531933)
    Link al documento: 10278/16199
  • CHIOGNA M; GAETAN C. (2002), Transfer function analysis of epidemiological data , Atti della XLI Riunione Scientifica della Societa' Italiana di Statistica, Padova, CLEUP, pp. 585-588, Convegno: XLI Riunione Scientifica della Societa' Italiana di Statistica, Milano, 5-7 giugno 2002 (ISBN 8871785894)
    Link al documento: 10278/16198
  • CHIOGNA M.; GAETAN C. (2001), A spatio-temporal model for epidemiological data. , pp. 289-294, Convegno: Modelli complessi e Metodi Computazionali Intensivi per la stima e la previsione
    Link al documento: 10278/6510
  • CHIOGNA M.; GAETAN C. (2001), Mortality and air pollution in Philadelphia: a dynamic generalized linear modelling approach , Book of Short Papers CLADAG 2001, Palermo, pp. 85-88, Convegno: CLADAG 2001, 5-6 luglio 2001
    Link al documento: 10278/6561
  • BORDIGNON S.; GAETAN C.; LISI F. (2000), Modelli non lineari per la previsione dell'ozono , Atti della XL Riunione Scientifica della Società Italiana di Statistica,, pp. 5252-528, Convegno: XL Riunione Scientifica della SIS, 26-28 aprile
    Link al documento: 10278/33452
  • Gaetan C.; Roverato A. (1999), Change-point identification by means of genetic algorithms: a case study , Book of Short Papers CLADAG99, Roma, pp. 69-72, Convegno: CLADAG 1999, 5-6 luglio1999
    Link al documento: 10278/34818