Research keywords: resistant nonparametric regression, robust statistics, generalized linear models, generalized additive models, longitudinal data (panel data), excess of zeros, mixed models.
E. Cantoni, Ph. Huber & E. Ronchetti (2009), Maîtriser
l'aléatoire: exercices résolus de probabilités et
statistique, ed. Springer-France, 2ème édition.
Page web du
livre
S. Heritier, E. Cantoni, S. Copt, M.-P. Victoria Ferser (2009) Robust
Methods in Biostatistics, ed. Wiley.
Page web du
livre
E. Cantoni, Ph. Huber & E. Ronchetti (2006), Maîtriser
l'aléatoire: exercices résolus de probabilités et
statistique, ed. Springer-France.
I. Irincheeva, E. Cantoni & M.G. Genton (2011), "Generalized Linear
Latent Variable Models with Flexible Distribution of Latent Variables", Scandinavian Journal of
Statistics, to appear.
E. Cantoni, J. Mills
Flemming & E. Ronchetti
(2011). "Variable Selection in Additive Models by Nonnegative Garrote", Statistical Modelling, 11 (3), 237-252.
E. Cantoni & A. Zedini (2011). "A Robust Version of the Hurdle Model", Journal of Statistical Planning and Inference, 141,
1214-1223.
J. Mills
Flemming, E. Cantoni, C. Field & I. McLaren
(2010). "Extracting Long-Term Patterns of Populations Changes from Sporadic
Counts of Migrant Birds", Envrionmetrics
, 21 (5), 482-492.
E. Cantoni, C. Field , J. Mills Flemming & E. Ronchetti
(2007). "Longitudinal variable selection by cross-validation in the case of many
covariates", Statistics in Medicine, 26(4), 919-930.
E. Cantoni & X. de Luna (2006). "Non-parametric adjustment for
covariates when estimating a treatment effect", Journal of
Nonparametric Statistics, 18 (2), 227-244 .
E. Cantoni & E. Ronchetti (2006). "A Robust Approach for Skewed and
Heavy-tailed Outcomes in the Analysis
of Health Care Expenditures", Journal of Health Economics, 25,
198-213.
E. Cantoni, J. Mills Flemming & E. Ronchetti
(2005). "Variable Selection for Marginal Longitudinal Generalized Linear
Models", Biometrics, 61, 507-514.
E. Cantoni (2004). "A Robust Approach to Longitudinal Data Analysis",
Canadian Journal of
Statistics, 32 (2), 169-180.
E. Cantoni (2004). "Analysis of Robust Quasi-deviances for Generalized
Linear Models", Journal of
Statistical Software , Vol. 10, Issue 4.
E. Cantoni (2004). "Resistant Nonparametric Smoothing with S-PLUS",
Journal of Statistical
Software , Vol. 10, Issue 2.
E. Cantoni (2003). "Robust Inference Based on Quasi-likelihoods for
Generalized Linear Models and Longitudinal Data", in Developments in Robust
Statistics. International Conference on Robust Statistics 2001, R. Dutter,
P. Filzmoser, U. Gather and P. J. Rousseeuw eds, Springer, Heidelberg, 114-124.
E. Cantoni & T. Hastie (2002). "Degrees of
Freedom Tests for Smoothing Splines", Biometrika , 89, 251-263.
E. Cantoni & E. Ronchetti (2001). "Robust Inference for Generalized
Linear Models", Journal of
the American Statistical Association, 96, 1022-1030 (ERRATA,
S-PLUS code available from Journal of Statistical Software, Vol. 10, Issue 4 ,
and technical
report (ps)).
E. Cantoni & E. Ronchetti (2001). "Resistant Selection of the
Smoothing Paramater for Smoothing Splines", Statistics and
Computing, 11, 141-146 (S-PLUS code available from Journal of Statistical
Software, Vol. 10, Issue 2 ,
and
technical report (ps) (version of June 1999))
D. S. Courvoisier, T. Agoritsas, J. Glauser, K. Michaud, F. Wolfe, E. Cantoni,
T. V. Perneger and A. Finckh (2011), "Pain is the most important predictor of
psychosocial health in patients with Rheumatoid Arthritis", Arthritis Care and Research, to appear.
S. Bourassa, E. Cantoni & M. Hoesli (2010). "Predicting House Prices
with Spatial Dependence: Impacts of Alternative Submarket Definitions", Journal of Real Estate Research, 32 (2), 139-159.
S. Bourassa, E. Cantoni & M. Hoesli (2007). "Spatial
Dependence, Housing Submarkets and House Price Prediction", Journal of Real Estate Finance and
Economics, 35 (2), 143-160.
L. Canario, E. Cantoni, E. le Bihan, J. C. Caritez, Y. Billon,
J. P. Bidanel and J.-L. Foulley (2006). "Between breeds variability of
stillbirth and realtionships with sow and piglet characteristics", Journal of Animal Science, 84, 3185-3196.
B. Cerutti, C. Tereanu, G. Domenighetti, E. Cantoni, M. Gaia,
I. Bolgiani, M. Lazzaro, I. Cassis (2006) "Temperature related mortality and
ambulance service interventions during the heat waves of 2003 in Ticino
(Switzerland)", Sozial- und Praeventivmedizin SPM (International
Journal of Public Health), 185-193.
