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Structure Department of Statistical Sciences
Telephone 0498274183
Qualification Professore ordinario
Scientific sector SECS-S/01 - STATISTICS
University telephone book  Show

Office hours
Wednesday from 14:30 to 16:00 Studio docente
Thursday from 11:00 to 12:30 Studio docente
(updated on 16/10/2017 17:45)

Curriculum Vitae
Monica Chiogna graduated from the University of Bologna and obtained her PhD from the University of Padua in 1993.

She has been Researcher in Statistics at the University of Padua, Italy, from 1995 until 2001, and has previously held an academic position at the University of Glasgow (Scotland).

Her principal areas of research are computational and environmental statistics.

She is a Fellow of the Royal Statistical Society and of the Italian Statistical Society . Moreover, she is a member of the International Environmetrics Society and of GRASPA.

She is Associate Editor of Environmetrics.

Research areas
Statistica computazionale, Statistica per l'ambiente

Risso, D., Sales, G., Romualdi, C., Chiogna, M. (2013). A hierarchical Bayesian model for RNA-Seq data. In Grigoletto, M.,Lisi, F., Petrone, S. Complex Models and Computational Methods in Statistics, Contribution to Statistics Series. Springer-Verlag Italia, pp. 215-227. ISBN 978-88-470-2871-5

Martini, P., Sales, G., Massa, M.S., Chiogna, M., Romualdi, C. (2012). Along signal paths: an empirical gene set approach. Nucleic Acids research. DOI: 10.1093/nar/gks866.

Massa, M.S, Chiogna, M. (2012). Effectiveness of combinations of Gaussian graphical models for model building. Journal of Statistical Computation and Simulation. DOI: 10.1080/00949655.2012.667216.

Adimari, G., Chiogna, M. (2012). Jackknife empirical likelihood based confidence intervals for partial areas under ROC curves. Statistica Sinica, 22(4), pp.1457-1478. DOI: 10.5705/ss.2011.088.

Chiogna, M., Pauli, F. (2011). Modelling short-term effects of ozone on morbidity: an application to the city of Milano, Italy, 1995–2003. Environmental and Ecological Statistics, 18, 169-184.

Massa, M.S, Chiogna, M., Romualdi, C. (2010). Gene set analysis exploiting the topology of a pathway. BMC System Biology, 4:121, DOI: 10.1186/1752-0509-4-121. Highly accessed.

Chiogna M., Gaetan, C. (2010). An interchangeable approach for modelling spatio-temporal count data. Environmetrics, 21, 849-867.

Adimari, G., Chiogna, M. (2010). Simple nonparametric confidence regions for the evaluation of continuous-scale diagnostic tests. The International Journal of Biostatistics, Vol 6, Issue 1, Art 24. DOI: 10.2202/1557-4679.1256

Massa, M.S, Chiogna, M., Romualdi, C. (2010). A graphical models approach for comparing gene sets. In: Mantovan, P., Secchi, P.. Complex data modeling and computationally intensive statistical methods, Contribution to Statistics Series. pp 115-122. ISBN/ISSN: 978-88-470-1385-8.

Risso, D., Massa, M.S., Chiogna, M., Romualdi, C. (2009). A modified LOESS normalization applied to microRNA arrays: a comparative evaluation. Bioinformatics, 25: 2685 - 2691.

Chiogna, M., Massa, M.S, Risso, D., Romualdi, C. (2009). A comparison on effects of normalisations in the detection of differentially expressed genes. BMC Bionformatics, 10:61. Highly accessed.

Chiogna, M., Gaetan G., Masarotto, G. (2008). Automatic Identification of Seasonal Transfer Function Models by means of Iterative Stepwise and Genetic Algorithms. Journal of Time Series Analysis, 1, pp 37-50.

Chiogna, M., Gaetan G. (2007). Semiparametric zero-inflated Poisson models with application to animal abundance studies. Environmetrics, 18, pp. 303-314.

Adimari, G., Chiogna, M. (2006). Partially parametric interval estimation of Pr(Y>X). Computational Statistics and Data Analysis, 51, pp. 1875-1891.

Chiogna, M., Gaetan G. (2005). Mining epidemiological time series: an approach based on dynamic regression. Statistical modelling, 5, pp.309-325.

Chiogna, M. (2005). A note on the asymptotic distribution of the maximum likelihood estimator for the scalar Skew-normal distribution. Statistical Methods and Applications, 14, pp.331-341.

Chiogna M., Gaetan C. (2005) Additive regression modelling for zero inflated Poisson distribution. In: "Classification and Data Analysis 2005",eds. S. Zani and A. Cerioli, Monte Universita' Parma, Parma, pp. 277-280.

List of taught course units in A.Y. 2018/19
Degree course code (?) Degree course track Course unit code Course unit name Credits Year Period Lang. Teacher in charge
»   SCP7079227 6 1st Year Annual ENG MONICA CHIOGNA
»   SCP7079228 6 1st Year Annual ENG MONICA CHIOGNA