Associate Professor
Research Center for Statistics

Ph.D., University of Geneva

Uni Mail - Office 5254
+41 22 379 82 40

Research & publications


S. Heritier, E. Cantoni, S. Copt, M.-P. Victoria Feser (2009) Robust Methods in Biostatistics, ed. Wiley
Reviews: Journal of Biopharmaceutical Statistics; Australian and New Zealand Journal of Statistics / Datasets, R Programs & Scripts (all in zip format): Chapter 2; Chapter 3; Chapter 4; Chapter 5; Chapter 6; Chapter 7; All datasets in text format / Errata: Chapter 3; Chapter 5; Chapter 6; Appendix B; Appendix E

E. Cantoni, Ph. Huber, E. Ronchetti (2009) Maîtriser l'aléatoire: exercices résolus de probabilités et statistique, ed. Springer-France, 2ème édition.

Book Chapters

P. Ghisletta, E. Cantoni and N. Jacot (2015) Nonlinear Growth Curve Models. In: Dependent Data in Social Sciences Research, M. Stemmler, A. von Eye, & W. Wiedermann (Ed.) , Cham: Springer International Publishing, p. 47–66.

W. Aeberhard, E. Cantoni  (2015)  Le modèle linéaire généralisé (GLM) robuste. In: Droesbeke Jean-Jacques , Saporta Gilbert , Thomas-Agnan Christine (Ed.). Méthodes robustes en statistique. Paris : Technip, p. 109-128.

E. Cantoni, C. Dehon (2015) Régression linéaire robuste. In: Droesbeke Jean-Jacques , Saporta Gilbert , Thomas-Agnan Christine (Ed.). Méthodes robustes en statistique. Paris : Technip, p. 91-108.

Papers - Statistical Methodology

E. Cantoni, J. Mills Flemming and Alan H. Welsh (2017) A random-effects hurdle model for predicting bycatch of endangered marine species Annals of Applied Statistics, to appear. Early view.

E. Cantoni and M. Auda (2017). Stochastic variable selection strategies for zero-inflated models Statistical Modelling, to appear. DOI: 10.1177/1471082X17711068

W. H. Aeberhard, E. Cantoni and S. Heritier. (2017). Saddlepoint tests for accurate and robust inference on overdispersed count data. Computational Statistics & Data Analysis, 107, 162-175. DOI: 10.1016/j.csda.2016.10.009

X. Xu, E. Cantoni, J. Mills Flemming and C. Field (2015) Robust state space models for estimating fish stock maturities, The Canadian Journal of Statistics, 43, 133-150. DOI: 10.1002/cjs.11243.

W. H. Aeberhard, E. Cantoni and S. Heritier (2014) Robust Inference in the Negative Binomial Regression Model with an Application to Falls Data, Biometrics, 70, 920-931. DOI: 10.1111/biom.12212 (R code: here)

I. Irincheeva, E. Cantoni, M. G. Genton (2012) Generalized Linear Latent Variable Models with Flexible Distribution of Latent Variables, Scandinavian Journal of Statistics 39(4), 663--680. DOI: 10.1111/j.1467-9469.2011.00777.x

I. Irincheeva, E. Cantoni, M. G. Genton (2012) A non-Gaussian spatial generalized linear latent variable model, Journal of Agricultural, Biological, and Environmental Statistics 17(3), 332--353. DOI: 10.1007/s13253-012-0099-5

E. Cantoni, J. Mills Flemming, E. Ronchetti (2011) Variable Selection in Additive Models by Nonnegative Garrote, Statistical Modelling 11(3), 237--252. DOI:10.1177/1471082X1001100304

E. Cantoni, A. Zedini (2011) A Robust Version of the Hurdle Model, Journal of Statistical Planning and Inference 141, 1214--1223. DOI: 10.1016/j.jspi.2010.09.022

J. Mills Flemming, E. Cantoni, C. Field and I. McLaren (2010) Extracting Long-Term Patterns of Populations Changes from Sporadic Counts of Migrant Birds, Environmetrics 21(5), 482--492. DOI: 10.1002/env.998

Papers - Applications

S. C. Bourassa, E. Cantoni and M. Hoesli (2016) Robust hedonic price indexes, International Journal of Housing Markets and Analysis 9, 47--65. DOI: 10.1108/IJHMA-11-2014-0050

S. C. Bourassa, E. Cantoni and M. Hoesli (2013) Robust Repeat Sales Indexes, Real Estate Economics 41(3), 517--541. DOI: 10.1111/reec.12013

D. S. Courvoisier, T. Agoritsas, J. Glauser, K. Michaud, F. Wolfe, E. Cantoni, T. V. Perneger and A. Finckh (2012) Pain is the most important predictor of psychosocial health in patients with Rheumatoid Arthritis, Arthritis Care and Research 64(2), 190--196. DOI: 10.1002/acr.20652

S. C. Bourassa, E. Cantoni and M. Hoesli (2010) Predicting House Prices with Spatial Dependence: Impact of Alternatives Submarkets Definitions, Journal of Real Estate Research 32(2), 139--159.


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