Cristiano VARIN

Position
Full Professor
Telephone
041 234 8403
E-mail
cristiano.varin@unive.it
Scientific sector (SSD)
Statistica [STAT-01/A]
Website
www.unive.it/people/cristiano.varin (personal record)
Office
Department of Environmental Sciences, Informatics and Statistics
Website: https://www.unive.it/dep.dais
Where: Campus scientifico via Torino
Room: office Z.A11 (Zeta A building, 1st floor)
Research Institute
Research Institute for Complexity

Publications

Year Type Publication
Year Type Publication
2024 Journal Article Scoto, Federico; Maffezzoli, Niccolò; Osman, Matthew B.; Cuevas, Carlos A.; Vallelonga, Paul; Matoba, Sumito; Iizuka, Yoshinori; Gagliardi, Alessandro; Varin, Cristiano; Burgay, François; Pappaccogli, Gianluca; McConnell, Joseph R.; Chellman, Nathan; Barbante, Carlo; Saiz-Lopez, Alfonso; Spolaor, Andrea Calibration of Arctic ice core bromine enrichment records for past sea ice reconstructions in SCIENCE OF THE TOTAL ENVIRONMENT, vol. 995 (ISSN 0048-9697)
DOI - ARCA card: 10278/5082301
2024 Journal Article Varin, Cristiano; Firth, David Tractable Ridge Regression for Paired Comparisons in STAT, vol. 13, pp. 1-8 (ISSN 2049-1573)
DOI - URL correlato - ARCA card: 10278/5084908
2024 Article in Conference Proceedings Ruggero Bellio; Cristiano Varin A comparison of scalable estimation methods for large-scale logistic regression models with crossed random effects in Ruggero Bellio, Cristiano Varin, Proceedings of the Statistics and Data Science 2024 Conference, Palermo, Università degli Studi di Palermo, pp. 218-223, Convegno: Statistics and Data Science 2024 Conference - New perspectives on Statistics and Data Science, 11/04/2024-12/04/2024 (ISBN 978-88-5509-645-4)
- ARCA card: 10278/5082302
2023 Journal Article Pistore, L.; Varin, C.; Pasut, W. Development of climate-based thermal comfort ranges from existing data: Analysis of the Smart Controls and thermal comfort (SCATS) database in ENERGY AND BUILDINGS, vol. 298, pp. 113509 (ISSN 0378-7788)
DOI - ARCA card: 10278/5038102
2023 Journal Article Karlis, Dimitris; Pedeli, Xanthi; Varin, Cristiano Observation‐driven exponential smoothing in STAT, vol. 12 (ISSN 2049-1573)
DOI - URL correlato - ARCA card: 10278/5044780
2022 Journal Article Scoto, Federico; Sadatzki, Henrik; Maffezzoli, Niccolò; Barbante, Carlo; Gagliardi, Alessandro; Varin, Cristiano; Vallelonga, Paul; Gkinis, Vasileios; Dahl-Jensen, Dorthe; Kjær, Helle Astrid; Burgay, François; Saiz-Lopez, Alfonso; Stein, Ruediger; Spolaor, Andrea Sea ice fluctuations in the Baffin Bay and the Labrador Sea during glacial abrupt climate changes in PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, vol. 119 (ISSN 0027-8424)
DOI - ARCA card: 10278/5013401
2021 Journal Article Spolaor A.; Varin C.; Pedeli X.; Christille J.M.; Kirchgeorg T.; Giardi F.; Cappelletti D.; Turetta C.; Cairns W.R.L.; Gambaro A.; Bernagozzi A.; Gallet J.C.; Bjorkman M.P.; Barbaro E. Source, timing and dynamics of ionic species mobility in the Svalbard annual snowpack in SCIENCE OF THE TOTAL ENVIRONMENT, vol. N/D, pp. 1-12 (ISSN 0048-9697)
DOI - ARCA card: 10278/3729954
2021 Journal Article Berto M.; Cappelletti D.; Barbaro E.; Varin C.; Gallet J.-C.; Markowicz K.; Rozwadowska A.; Mazzola M.; Crocchianti S.; Poto L.; Laj P.; Barbante C.; Spolaor A. Variability in black carbon mass concentration in surface snow at Svalbard in ATMOSPHERIC CHEMISTRY AND PHYSICS, vol. 21, pp. 12479-12493 (ISSN 1680-7316)
DOI - ARCA card: 10278/3742945
2020 Journal Article Xanthi Pedeli; Cristiano VARIN Pairwise likelihood estimation of latent autoregressive count models in STATISTICAL METHODS IN MEDICAL RESEARCH, vol. 29, pp. 3278-3293 (ISSN 1477-0334)
DOI - URL correlato - ARCA card: 10278/3727047
2020 Software Cristiano Varin; Xanthi Pedeli lacm: Latent Autoregressive Count Models
- URL correlato - ARCA card: 10278/5010321
2019 Journal Article Zambello, Renato*; Crimì, Filippo; Lico, Albana; Barilà, Gregorio; Branca, Antonio; Guolo, Annamaria; Varin, Cristiano; Vezzaro, Roberto; Checuz, Lucia; Scapin, Vanna; Berno, Tamara; Pizzi, Marco; Ponzoni, Alberto; De Biasi, Ercole; Vio, Stefania; Semenzato, Gianpietro; Zucchetta, Pietro; Lacognata, Carmelo Whole-body low-dose CT recognizes two distinct patterns of lytic lesions in multiple myeloma patients with different disease metabolism at PET/MRI in ANNALS OF HEMATOLOGY, vol. 98, pp. 679-689 (ISSN 0939-5555)
DOI - URL correlato - ARCA card: 10278/3711316
2018 Journal Article Andrea Spolaor, Hélène Angot, Marco Roman, Aurélien Dommergue, Claudio Scarchilli, Massimiliano Vardè, Massimo Del Guasta, Xanthi Pedeli, Cristiano Varin, Francesca Sprovieri, Olivier Magand, Michel Legrand, Carlo Barbante, Warren R.L. Cairns Feedback mechanisms between snow and atmospheric mercury: Results and observations from field campaigns on the Antarctic plateau in CHEMOSPHERE, vol. 197, pp. 306-317 (ISSN 0045-6535)
DOI - URL correlato - ARCA card: 10278/3698999
2018 Journal Article Dario Battistel, Natalie M. Kehrwald, Piero Zennaro, Giuseppe Pellegrino, Elena Barbaro, Roberta Zangrando, Xanthi X. Pedeli, Cristiano Varin, Andrea Spolaor, Paul T. Vallelonga, Andrea Gambaro, Carlo Barbante High-latitude Southern Hemisphere fire history during the mid to late Holocene (6000–750 BP) in CLIMATE OF THE PAST, vol. 14, pp. 871-886 (ISSN 1814-9324)
DOI - URL correlato - ARCA card: 10278/3701933
2018 Journal Article Cattelan Manuela; Varin Cristiano Marginal logistic regression for spatially clustered binary data in JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES C-APPLIED STATISTICS, vol. 67, pp. 939-959 (ISSN 0035-9254)
DOI - URL correlato - ARCA card: 10278/3698604
2017 Journal Article Lacognata, C.; Crimi, F.; Guolo, A.; Varin, C; De March, E.; Vio, S.; Ponzoni, A.; Barila, G.; Lico, A.; Branca, A.; De Biasi, E.; Gherlinzoni, F.; Scapin, V.; Bissoli, E.; Berno, T.; Zambello, R. Diffusion-weighted whole-body MRI for evaluation of early response in multiple myeloma in CLINICAL RADIOLOGY, vol. 72, pp. 850-857 (ISSN 0009-9260)
DOI - URL correlato - ARCA card: 10278/3690373
2017 Journal Article Masarotto, Guido; Varin, Cristiano Gaussian copula regression in R in JOURNAL OF STATISTICAL SOFTWARE, vol. 77, pp. 1-26 (ISSN 1548-7660)
DOI - URL correlato - ARCA card: 10278/3663990
2017 Journal Article Kosmidis, Ioannis; Guolo, Annamaria; Varin, Cristiano Improving the accuracy of likelihood-based inference in meta-analysis and meta-regression in BIOMETRIKA, vol. 104, pp. 489-496 (ISSN 1464-3510)
DOI - URL correlato - ARCA card: 10278/3683743
2017 Journal Article Guolo, A.; Varin, Cristiano Random-effects meta-analysis: The number of studies matters in STATISTICAL METHODS IN MEDICAL RESEARCH, vol. 26, pp. 1500-1518 (ISSN 0962-2802)
DOI - URL correlato - ARCA card: 10278/3656945
2017 Article in Conference Proceedings Pedeli, Xanthi; Varin, Cristiano Pairwise Likelihood Inference for Parameter-Driven Models , Proceedings of the Conference of the Italian Statistical Society 2017, Firenze University Press, pp. 773-777, Convegno: SIS 2017. Statistics and Data Science: new challenges, new generations, 28-30 giugno 2017 (ISBN 978-88-6453-521-0)
- ARCA card: 10278/3692990
2017 Article in Conference Proceedings Pedeli, Xanthi; Varin, Cristiano The Pairwise Expectation Maximization Algorithm for Fitting Parameter-Driven Models , Proceedings of the 32nd International Workshop on Statistical Modelling, University of Groningen, pp. 196-199, Convegno: Workshop on Statistical Modelling
- ARCA card: 10278/3692994
2016 Journal Article Valotto, Gabrio; Varin, Cristiano Characterization of hourly NOx atmospheric concentrations near the Venice International Airport with additive semi-parametric statistical models in ATMOSPHERIC RESEARCH, vol. 167, pp. 216-223 (ISSN 0169-8095)
DOI - ARCA card: 10278/3661022
2016 Journal Article Spolaor, A.; Opel, T.; Mcconnell, J. R.; Maselli, O. J.; Spreen, G.; Varin, C.; Kirchgeorg, T.; Fritzsche, D.; Saiz-Lopez, A.; Vallelonga, P. Halogen-based reconstruction of Russian Arctic sea ice area from the Akademii Nauk ice core (Severnaya Zemlya) in THE CRYOSPHERE, vol. 10, pp. 245-256 (ISSN 1994-0424)
DOI - ARCA card: 10278/3665335
2016 Journal Article Varin C.; Cattelan M.; Firth D. Statistical modelling of citation exchange between statistics journals in JOURNAL OF THE ROYAL STATISTICAL SOCIETY. SERIES A, STATISTICS IN SOCIETY, vol. 179, pp. 1-63 (ISSN 1467-985X)
DOI - URL correlato - ARCA card: 10278/40019
2016 Article in Conference Proceedings Kosmidis, Ioannis; Guolo, Annamaria; Varin, Cristiano Penalized likelihood inference in meta-regression in Kosmidis, Ioannis; Guolo, Annamaria; Varin, Cristiano, Proceedings of the 31st International Workshop on Statistical Modelling, Jean-Francois Dupuy, Julie Josse, vol. 1, pp. 153-158, Convegno: International Workshop on Statistical Modelling, 4-8 luglio 2016
- ARCA card: 10278/3677741
2015 Journal Article L. Falchi; C. Varin; G. Toscano; E. Zendri Statistical analysis of the physical properties and durability of water-repellent mortars made with limestone cement, natural hydraulic lime and pozzolana-lime in CONSTRUCTION AND BUILDING MATERIALS, vol. 78, pp. 260-270 (ISSN 0950-0618)
DOI - ARCA card: 10278/3641941
2014 Journal Article Guolo A.; Varin C. Beta regression for time series analysis of bounded data, with application to Canada Google Flu Trends. in THE ANNALS OF APPLIED STATISTICS, vol. 8, pp. 74-88 (ISSN 1932-6157)
DOI - URL correlato - ARCA card: 10278/38143
2014 Journal Article Cavraro F.; Varin C.; Malavasi S. Lunar-induced reproductive patterns in transitional habitats: insights from a Mediterranean killifish inhabiting northern Adriatic saltmarshes in ESTUARINE, COASTAL AND SHELF SCIENCE, vol. 139, pp. 60-66 (ISSN 0272-7714)
DOI - ARCA card: 10278/27515
2014 Article in Conference Proceedings M. Cattelan; C. Varin Composite likelihood estimation in spatial logistic regression , Composite likelihood estimation in spatial logistic regression, CUEC EDITRICE, Convegno: 47th Scientific Meeting of the Italian Statistical Society, 11-13 Giugno 2014 (ISBN 978 88 8467 874 4)
- ARCA card: 10278/43643
2013 Journal Article Cattelan M.; Varin C.; Firth D. Dynamic Bradley-Terry Modelling of Sport Tournaments in JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES C-APPLIED STATISTICS, vol. 62, pp. 135-150 (ISSN 0035-9254)
DOI - URL correlato - ARCA card: 10278/30886
2013 Journal Article Spolaor, A.; Vallelonga, P.; Plane, J.M.C.; Kehrwald, N.; Gabrieli, J.; Varin, C.; Turetta, C.; Cozzi, G.; Kumar, R.; Boutron, C.; Barbante, C. Halogen species record Antarctic sea ice extent over glacial-interglacial periods in ATMOSPHERIC CHEMISTRY AND PHYSICS, vol. 13, pp. 6623-6635 (ISSN 1680-7316)
DOI - ARCA card: 10278/3687860
2013 Journal Article Cattelan M.; Varin C. Hybrid pairwise likelihood analysis of animal behavior experiments in BIOMETRICS, vol. 69, pp. 1002-1011 (ISSN 0006-341X)
DOI - ARCA card: 10278/38268
2013 Journal Article A. Spolaor; P. Vallelonga; G. Cozzi; J. Gabrieli; C. Varin; N. Kehrwald; P. Zennaro; C. Boutron; C. Barbante Iron speciation in aerosol dust influences iron bioavailability over glacial-interglacial timescales in GEOPHYSICAL RESEARCH LETTERS, vol. 40, pp. 1618-1623 (ISSN 1944-8007)
DOI - ARCA card: 10278/37282
2013 Journal Article Spolaor, A.; Gabrieli, J.; Martma, T.; Kohler, J.; Björkman, M. B.; Isaksson, E.; Varin, C.; Vallelonga, P.; Plane, J. M. C.; Barbante, C. Sea ice dynamics influence halogen deposition to Svalbard in THE CRYOSPHERE, Copernicus GmbH, vol. 7, pp. 1645-1658, 2013 (ISSN 1994-0424)
DOI - ARCA card: 10278/3622680
2013 Book Article M. Cattelan; C. Varin A model for correlated paired comparison data , Advances in Theoretical and Applied Statistics, Germany: Springer Verlag Germany, pp. 167-176 (ISBN 9783642355875; 9783642355882)
DOI - ARCA card: 10278/37582
2013 Article in Conference Proceedings Cattelan M.; Varin C. Marginal modeling of dependent paired comparison data , Proceedings 28th IWSM Conference, Istituto Poligrafico Europeo, pp. 529-532, Convegno: IWSM conference (ISBN 9788896251492)
- ARCA card: 10278/38144
2013 Article in Conference Proceedings M. Cattelan; C. Varin Models for dependent paired comparison data , Proceedings of the 18th European Young Statisticians Meeting, Osijek, University of Osijek, Convegno: 18th European Young Statisticians Meeting, 26-30 agosto 2013 (ISBN 978 953 6931 70 5)
- ARCA card: 10278/43645
2012 Journal Article MASAROTTO G.; VARIN C. Gaussian Copula Marginal Regression in ELECTRONIC JOURNAL OF STATISTICS, vol. 6, pp. 1517-1549 (ISSN 1935-7524)
DOI - URL correlato - ARCA card: 10278/34345
2012 Journal Article GUOLO A.; VARIN C. The R Package metaLik for Likelihood Inference in Meta-Analysis in JOURNAL OF STATISTICAL SOFTWARE, vol. 50, pp. 1-14 (ISSN 1548-7660)
DOI - URL correlato - ARCA card: 10278/33692
2012 Journal Article Masarotto G.; Varin C. The ranking lasso and its application to sport tournaments in THE ANNALS OF APPLIED STATISTICS, vol. 6, pp. 1949-1970 (ISSN 1932-6157)
DOI - ARCA card: 10278/35157
2012 Article in Conference Proceedings VARIN C; GUOLO A Marginal Beta Regression for Time Series Analysis , Proceedings of the 27th International Workshop on Statistical Modelling, Statistical Modelling Society, pp. 357-362, Convegno: 27th International Workshop on Statistical Modelling, 16 - 20 luglio 2012 (ISBN 9788026302506)
- ARCA card: 10278/33872
2011 Journal Article VARIN C.; REID N.; FIRTH D. An overview of composite likelihood methods in STATISTICA SINICA, vol. 21, pp. 5-42 (ISSN 1017-0405)
- ARCA card: 10278/4284
2011 Journal Article MANENTI F.; LUPI P.; SCIALÀ A.; VARIN C. On the Assessment of Regulators' Efficiency. An Application to European Telecommunications in INFO, vol. 13, pp. 61-73 (ISSN 1463-6697)
DOI - ARCA card: 10278/27368
2011 Article in Conference Proceedings Cattelan M.; Varin C. A Thurstonian model for ranking scientific journals , Proceedings S.Co. 2011, Convegno: S.Co.2011: Complex Data Modeling and Computationally Intensive Statistical Methods for Estimation and Prediction (ISBN 9788861297531)
- ARCA card: 10278/28987
2011 Article in Conference Proceedings Cattelan M.; Varin C. Hybrid Pairwise Likelihood Analysis of Thurstone-Mosteller Models , Proceedings CLADAG2011, Convegno: CLADAG2011 (ISBN 9788890663901)
- ARCA card: 10278/28986
2011 Software MASAROTTO G.; VARIN C. gcmr: Gaussian Copula Marginal Regression
- URL correlato - ARCA card: 10278/28130
2011 Software GUOLO A.; VARIN C. metaLik: Likelihood inference in meta-analysis and meta-regression models
- URL correlato - ARCA card: 10278/24583
2010 Journal Article VARIN C.; CZADO C A Mixed Autoregressive Probit Model for Ordinal Longitudinal Data in BIOSTATISTICS, vol. 11, pp. 127-138 (ISSN 1465-4644)
DOI - ARCA card: 10278/31072
2010 Book Article Bhat C.; Varin C.; Ferdous N. A Comparison of the Maximum Simulated Likelihood and Composite Marginal Likelihood Estimation Approaches in the Context of the Multivariate Ordered Response Model in C. Hill; W.H. Greene, Advances in Econometrics: Maximum Simulated Likelihood Methods and Applications, Emerald Group Publishing Limited, vol. 26, pp. 65-106 (ISBN 9780857241498) (ISSN 0731-9053)
DOI - ARCA card: 10278/30229
2010 Article in Conference Proceedings Cattelan M.; Varin C. A model for correlated paired comparison data , Atti della 45a riunione scientifica della Società Italiana di Statistica, Convegno: 45a riunione scientifica della Società Italiana di Statistica, 16-18 giugno 2010 (ISBN 9788861295667)
- ARCA card: 10278/4283
2009 Journal Article VARIN C.; VIDONI P Pairwise Likelihood Inference for General State Space Models in ECONOMETRIC REVIEWS, vol. 28, pp. 170-185 (ISSN 0747-4938)
DOI - ARCA card: 10278/3658
2008 Journal Article HJORT N.L; VARIN C. ML, PL, QL in Markov Chain Models in SCANDINAVIAN JOURNAL OF STATISTICS, vol. 35, pp. 64-82 (ISSN 0303-6898)
DOI - ARCA card: 10278/17568
2008 Journal Article VARIN C. On composite marginal likelihoods in ASTA ADVANCES IN STATISTICAL ANALYSIS, vol. 92, pp. 1-28 (ISSN 1863-8171)
DOI - ARCA card: 10278/17569
2007 Article in Conference Proceedings VARIN C.; CZADO C Pairwise Likelihood Inference in Dynamic Models for Longitudinal Ordinal Outcomes , 22nd International Workshop on Statistical Modelling, BARCELONA, Convegno: 22nd International Workshop on Statistical Modelling, 2-6 luglio 2007 (ISBN 9788469059432)
- ARCA card: 10278/18058
2006 Journal Article VARIN C.; VIDONI P Pairwise Likelihood Inference for Ordinal Categorical Time Series. in COMPUTATIONAL STATISTICS & DATA ANALYSIS, vol. 51, pp. 2365-2373 (ISSN 0167-9473)
DOI - ARCA card: 10278/18055
2005 Journal Article VARIN C.; VIDONI P A note on composite likelihood inference and model selection in BIOMETRIKA, vol. 92, pp. 519-528 (ISSN 0006-3444)
DOI - ARCA card: 10278/31071
2005 Journal Article BELLIO R; VARIN C. A pairwise likelihood approach to generalized linear models with crossed random effects in STATISTICAL MODELLING, vol. 5, pp. 217-227 (ISSN 1471-082X)
DOI - ARCA card: 10278/18056
2005 Journal Article VARIN C.; HOST G; SKARE O Pairwise likelihood inference in spatial generalized linear mixed models in COMPUTATIONAL STATISTICS & DATA ANALYSIS, vol. 49, pp. 1173-1191 (ISSN 0167-9473)
DOI - ARCA card: 10278/18057
2004 Article in Conference Proceedings BELLIO R; VARIN C. Pairwise likelihood for generalized linear models with crossed random effects , 19th International Workshop on Statistical Modelling, Convegno: 19th International Workshop on Statistical Modelling, 4-8 LUGLIO 2004 (ISBN 9788884531933)
- ARCA card: 10278/16553

List of selected publications