Foto del docente

Monica Chiogna

Full Professor

Department of Statistical Sciences "Paolo Fortunati"

Academic discipline: SECS-S/01 Statistics

Publications

Martini P.; Sales G.; Calura E.; Cagnin S.; Chiogna M.; Romualdi C., timeClip: pathway analysis for time course data without replicates, «BMC BIOINFORMATICS», 2014, 15, pp. 1 - 10 [Scientific article]

Risso D.; SALES, GABRIELE; ROMUALDI, CHIARA; CHIOGNA, MONICA, A hierarchical Bayesian model for RNA-Seq data, in: Grigoletto M.Lisi F. Petrone S., Complex Models and Computational Methods in Statistics, Milano, Springer-Verlag Italia Srl, 2013, pp. 215 - 227 [Chapter or essay]

MASSA M.S.; CHIOGNA M., Effectiveness of combinations of Gaussian graphical models for model building, «JOURNAL OF STATISTICAL COMPUTATION AND SIMULATION», 2013, 83, pp. 1602 - 1612 [Scientific article]

Martini P; Sales G; Massa MS; Chiogna M; Romualdi C, Along signal paths: an empirical gene set approach exploiting pathway topology, «NUCLEIC ACIDS RESEARCH», 2012, 41, pp. 1 - 11 [Scientific article]

G. ADIMARI; M. CHIOGNA, Jackknife empirical likelihood based confidence intervals for partial areas under ROC curves, «STATISTICA SINICA», 2012, 22, pp. 1457 - 1477 [Scientific article]

M. CHIOGNA; F. PAULI, Modelling short-term effects of ozone on morbidity: an application to the city of Milano, Italy, 1995-2003, «ENVIRONMENTAL AND ECOLOGICAL STATISTICS», 2011, 18, pp. 169 - 184 [Scientific article]

MASSA M.S; CHIOGNA M.; ROMUALDI C, A graphical models approach for comparing gene sets, in: MANTOVAN; P.; SECCHI; P., Complex data modeling and computationally intensive statistical methods, Milano, Springer, 2010, pp. 115 - 122 [Chapter or essay]

CHIOGNA M.; GAETAN C, An interchangeable approach for modelling spatio-temporal count data, «ENVIRONMETRICS», 2010, 21, pp. 844 - 862 [Scientific article]

MASSA MS; CHIOGNA M; ROMUALDI C., Gene set analysis exploting the topology of a pathway, «BMC SYSTEMS BIOLOGY», 2010, 4:121, pp. 1 - 15 [Scientific article]

ADIMARI G; CHIOGNA M., Simple Nonparametric Confidence Regions for the Evaluation of Continuous-Scale Diagnostic Tests, «THE INTERNATIONAL JOURNAL OF BIOSTATISTICS», 2010, 6 Iss. 1, Article 24., pp. 1 - 24 [Scientific article]

CHIOGNA, MONICA; MASSA MS; RISSO D; ROMUALDI, CHIARA, A comparison on effects of normalisations in the detection of differentiallyexpressed genes, «BMC BIOINFORMATICS», 2009, 10(1), pp. 1 - 17 [Scientific article]

CHIOGNA, MONICA; MASSA M. S; RISSO D; ROMUALDI, CHIARA, A modified LOESS normalisation applied to microRNA arrays: a comparative evaluation, «BIOINFORMATICS», 2009, 25, pp. 2685 - 2691 [Scientific article]

RISSO D; MASSA MS; CHIOGNA, MONICA; ROMUALDI, CHIARA, A modified LOESS normalization applied to microRNA arrays: a comparative evaluation, «BIOINFORMATICS», 2009, 25, pp. 2685 - 2691 [Scientific article]

CHIOGNA M; GAETAN C; MASAROTTO G., Automatic identification of seasonal transfer function models by means of iterative stepwise and genetic algorithms, «JOURNAL OF TIME SERIES ANALYSIS», 2008, 29, pp. 37 - 50 [Scientific article]

CHIOGNA M.; GAETAN C, Semiparametric zero-inflated Poisson models with application to animal abundance studies, «ENVIRONMETRICS», 2007, 18, pp. 303 - 314 [Scientific article]

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