Publications

Pietro CORETTO Publications


2021
Articolo in rivista
Estimation and computations for Gaussian mixtures with uniform noise under separation constraints
STATISTICAL METHODS & APPLICATIONS. Pag.1-32
ISSN:1618-2510.
Coretto, P.
Digital Object Identifier (DOI): 10.1007/s10260-021-00578-2
Codice identificativo ISI: WOS:000678231100001
Codice identificativo SCOPUS: 2-s2.0-85111107306
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2021
Articolo in rivista
An adequacy approach for deciding the number of clusters for OTRIMLE robust Gaussian mixture-based clustering
AUSTRALIAN & NEW ZEALAND JOURNAL OF STATISTICS. Pag.1-25
ISSN:1467-842X.
Hennig, C.; Coretto, P.
Versione online
Digital Object Identifier (DOI): 10.1111/anzs.12338
Codice identificativo ISI: WOS:000692459400001
Codice identificativo SCOPUS: 2-s2.0-85114171005
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2021
Contributo in Atti di convegno
Non-parametric consistency for the gaussian mixture maximum likelihood estimator.
In: Cladag 2021 book of abstracts and short papers Firenze Firenze University Press Pag.116-119
ISBN:978-88-5518-340-6
13th Scientific Meeting of the Classification and Data Analysis Group
Firenze 9-11, Settembre, 2021
Coretto, Pietro; Hennig, Christian
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2021
Contributo in volume (Capitolo o Saggio)
A GARCH–type model with cross-sectional volatility clusters.
In Corazza, M., Gilli, M., Perna, C., Pizzi, C., Sibillo, M Mathematical and Statistical Methods for Actuarial Sciences and Finance Pag.1-6 Springer International Publishing.
ISBN:978-3-030-78965-7
Coretto, Pietro; La Rocca, Michele; Storti, Giuseppe
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2020
Articolo in rivista
Discussion (invited) of: Multiple-systems analysis for the quantification of modern slavery: classical and bayesian approaches; by Bernard W. Silverman
JOURNAL OF THE ROYAL STATISTICAL SOCIETY. SERIES A, STATISTICS IN SOCIETY. Vol. 183. Pag.725-726
ISSN:1467-985X.
Coretto, Pietro
Versione online
Digital Object Identifier (DOI): 10.1111/rssa.12505
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2020
Articolo in rivista
Discussion (invited) of: Linear mixed effects models for non-Gaussian continuous repeated measurement data; by Ozgur Asar, David Bolin, Peter J. Diggle and Jonas Wallin
JOURNAL OF THE ROYAL STATISTICAL SOCIETY. SERIES C, APPLIED STATISTICS. Vol. 69. Pag.1060-1060
ISSN:1467-9876.
Storti, Giuseppe; Coretto, Pietro
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2020
Articolo in rivista
A Monte Carlo subsampling method for estimating the distribution of signal-to-noise ratio statistics in nonparametric time series regression models
STATISTICAL METHODS & APPLICATIONS. Vol. 29. Pag.483-514
ISSN:1618-2510.
Coretto, Pietro; Giordano, Francesco
Versione online
Digital Object Identifier (DOI): 10.1007/s10260-019-00487-5
Codice identificativo ISI: WOS:000569097200003
Codice identificativo SCOPUS: 2-s2.0-85072024018
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2020
Articolo in rivista
Improving Many Volatility Forecasts Using Cross-Sectional Volatility Clusters
JOURNAL OF RISK AND FINANCIAL MANAGEMENT. Vol. 13. Pag.1-23
ISSN:1911-8074.
Coretto, Pietro; La Rocca, Michele; Storti, Giuseppe
Digital Object Identifier (DOI): 10.3390/jrfm13040064
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2019
Articolo in rivista
An integrated quantitative structure and mechanism of action-activity relationship model of human serum albumin binding
JOURNAL OF CHEMINFORMATICS. Vol. 11. Pag.1-10
ISSN:1758-2946.
Serra, Angela; Önlü, Serli; Coretto, Pietro; Greco, Dario
Versione online
Digital Object Identifier (DOI): 10.1186/s13321-019-0359-2
Codice identificativo ISI: WOS:000470674300002
Codice identificativo SCOPUS: 2-s2.0-85077881344
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2019
Contributo in Atti di convegno
Likelihood-type methods for comparing clustering solutions.
In: Cladag 2019 - Book of Short Papers Cassino (FR) Edizioni Università di Cassino Pag.120-123
ISBN:978-88-8317-108-6
CLADAG 2019
Cassino (FR) 11-13 settembre 2019
Coraggio, Luca; Coretto, Pietro
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2019
Contributo in Atti di convegno
Noise resistant clustering of high-dimensional gene expression data.
In: Cladag 2019 - Book of Short Papers Cassino (FR) Edizioni Università di Cassino Pag.132-135
ISBN:978-88-8317-108-6
CLADAG 2019
Cassino (FR) 11-13 settembre 2019
Coretto, Pietro; Serra, Angela; Tagliaferri, Roberto
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2018
Articolo in rivista
Robust clustering of noisy high-dimensional gene expression data for patients subtyping
BIOINFORMATICS. Pag.1-9
ISSN:1367-4803.
Coretto, Pietro; Serra, Angela; Tagliaferri, Roberto
Digital Object Identifier (DOI): 10.1093/bioinformatics/bty502
Codice identificativo ISI: WOS:000453453300014
Codice identificativo SCOPUS: 2-s2.0-85057207398
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2018
Articolo in rivista
Robust and sparse correlation matrix estimation for the analysis of high-dimensional genomics data
BIOINFORMATICS. Vol. 34. Pag.625-634
ISSN:1367-4803.
Serra, Angela; Coretto, Pietro; Fratello, Michele; Tagliaferri, Roberto
Versione online
Digital Object Identifier (DOI): 10.1093/bioinformatics/btx642
Codice identificativo ISI: WOS:000424889300011
Codice identificativo SCOPUS: 2-s2.0-85042536448
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2017
Articolo in rivista
Consistency, Breakdown Robustness, and Algorithms for Robust Improper Maximum Likelihood Clustering
JOURNAL OF MACHINE LEARNING RESEARCH. Vol. 18. Pag.1-39
ISSN:1533-7928.
Coretto, Pietro; Hennig, Christian
Versione online
Codice identificativo ISI: WOS:000424548800001
Codice identificativo SCOPUS: 2-s2.0-85040708920
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2017
Articolo in rivista
Nonparametric estimation of the dynamic range of music signals
AUSTRALIAN & NEW ZEALAND JOURNAL OF STATISTICS. Vol. 59. Pag.389-412
ISSN:1467-842X.
Coretto, Pietro; Giordano, Francesco
Versione online
Digital Object Identifier (DOI): 10.1111/anzs.12217
Codice identificativo ISI: WOS:000422950000004
Codice identificativo SCOPUS: 2-s2.0-85038941531
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2017
Contributo in Atti di convegno
On the noisy high-dimensional gene expression data analysis.
In: Statistics and Data Science: new challenges,new generations Firenze Firenze University Press Pag.919-926
ISBN:978-88-6453-521-0
SIS 2017 Statistics and Data Science: new challenges, new generations
Firenze 28–30 Giugno 2017
Serra, Angela; Coretto, Pietro; Tagliaferri, Roberto
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2016
Articolo in rivista
Robust improper maximum likelihood: tuning, computation, and a comparison with other methods for robust Gaussian clustering
JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION. Vol. 111. Pag.1648-1659
ISSN:0162-1459.
Coretto, Pietro; Hennig, Christian
Versione online
Digital Object Identifier (DOI): 10.1080/01621459.2015.1100996
Codice identificativo ISI: WOS:000391900700033
Codice identificativo SCOPUS: 2-s2.0-85010666582
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2015
Contributo in Atti di convegno
Robust model-based clustering with covariance matrix constraints.
In: CLADAG 2015 Book of abstracts Cagliari CUEC Editrice Pag.113-116
ISBN:9788884679499
10 scientific Meeting of the CLAssification and Data Analysis Group of the Italian Statistical Society
Cagliari 8-10 October 2015
Coretto, Pietro; Hennig, Christian
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2014
Contributo in Atti di convegno
Robust covariance matrix estimation with regularization.
In: Proceedings of the 47th Scientific Meeting of the Italian Statistical Society Cagliari CUEC Cooperativa Universitaria Editrice CagliaritanaC Pag.1-8
ISBN:9788884678744
47 th Scientific Meeting of the Italian Statistical Society
Cagliari, Italia 11-13 Giugno 2014
Coretto, Pietro; Hennig, Christian
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2013
Articolo in rivista
Discussion (invited) of: "How to find an appropriate clustering for mixed-type variables with application to socio-economic stratification"
JOURNAL OF THE ROYAL STATISTICAL SOCIETY. SERIES C, APPLIED STATISTICS. Vol. 62. Pag.346-347
ISSN:1467-9876.
Coretto, Pietro
Versione online
Digital Object Identifier (DOI): 10.1111/j.1467-9876.2012.01066.x
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2013
Contributo in volume (Capitolo o Saggio)
Classificazione del Territorio Provinciale.
In AA,VV, Analisi delle caratteristiche strutturali e funzionali delle imprese industriali operanti in provincia di Salerno. Settore Alimentare e Chimico Plastico Pag.37-62 Napoli Edizioni Scientifiche Italiane.
ISBN:9788849525625
Coppola, Gianluigi; Coretto, Pietro
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2013
Contributo in volume (Capitolo o Saggio)
Indagine Campionaria.
In AA.VV. Analisi delle Caratteristiche Strutturali e Funzionali delle Imprese Industriali Operanti in Provincia di Salerno: Settore Costruzioni Pag.39-65
ISBN:9788849527520
Amendola, Alessandra; Coretto, Pietro; Storti, Giuseppe
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2013
Contributo in volume (Capitolo o Saggio)
Profilo strutturale e funzionale delle imprese del settore chimico-plastico e alimentare. Analisi dei dati campionari.
In AA.VV. Analisi delle caratteristiche strutturali e funzionali delle imprese industriali operanti in provincia di Salerno. Settore Alimentare e Chimico Plastico Pag.81-116 Napoli Edizioni Scientifiche Italiane.
ISBN:9788849525625
Coretto, Pietro; Quattrocchi, Biagio; Sensini, Luca
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2012
Contributo in Atti di convegno
Adaptive robust location-scale estimation.
In: Proceedings of the XLVI Scientific Meeting Roma Cleup Pag.1-4
ISBN:9788861298828
Proceedings of the XLVI Scientific Meeting
Roma June 20-22, 2012
Coretto, Pietro
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2011
Articolo in rivista
Maximum likelihood estimation of heterogeneous mixtures of Gaussian and uniform distributions
JOURNAL OF STATISTICAL PLANNING AND INFERENCE. Vol. 141. Pag.462-473
ISSN:0378-3758.
Coretto, Pietro; Christian, Hennig
Digital Object Identifier (DOI): 10.1016/j.jspi.2010.06.024
Codice identificativo ISI: WOS:000282670100038
Codice identificativo SCOPUS: 2-s2.0-77956273350
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2011
Contributo in volume (Capitolo o Saggio)
Group Structured Volatility.
In AAVV NEW PERSPECTIVES IN STATISTICAL MODELING AND DATA ANALYSIS Pag.329-335 Heidelberg Dordrecht London New York Springer.
ISBN:978-3-642-11363-5
ISSN:1431-8814.
Coretto, Pietro; La Rocca, Michele; Storti, Giuseppe
Versione online
Digital Object Identifier (DOI): 10.1007/978-3-642-11363-5_37
Codice identificativo ISI: WOS:000395610200037
Codice identificativo SCOPUS: 2-s2.0-84888246552
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2010
Articolo in rivista
A simulation study to compare robust clustering methods based on mixtures
ADVANCES IN DATA ANALYSIS AND CLASSIFICATION. Vol. 4. Pag.111-135
ISSN:1862-5347.
Coretto, Pietro; Christian, Hennig
Versione online
Digital Object Identifier (DOI): 10.1007/s11634-010-0065-4
Codice identificativo ISI: WOS:000284145800003
Codice identificativo SCOPUS: 2-s2.0-77955847680
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2010
Contributo in volume (Capitolo o Saggio)
Empirical Likelihood Based Nonparametric Testing for CAPM.
In M. Corazza, C. Pizzi Mathematical and Statistical Methods for Actuarial Sciences and Finance Pag.103-112 Milan Springer.
ISBN:978-88-470-1480-0
Coretto, Pietro; Parrella, Maria Lucia
Digital Object Identifier (DOI): 10.1007/978-88-470-1481-7_11
Codice identificativo ISI: WOS:000288402300011
Codice identificativo SCOPUS: 2-s2.0-84900591809
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2009
Contributo in Atti di convegno
Group Structured Volatility.
In: Book of Short Papers CLADAG09 Catania Padova CLEUP Pag.119-122
ISBN:9788861294066
CLADAG 2009 Seventh Scientific Meeting of the CLAssification and Data Analysis Group of the Italian Statistical SocietyCladag
Università di Catania (Italy) September 9-11, 2009
Coretto, Pietro; La Rocca, Michele ; Storti, Giuseppe
Codice identificativo ISI: WOS:000395610200037
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2009
Contributo in Atti di convegno
Robust model-based clustering using an improper constant density selected by a distance optimization for non-outliers.
In: JSM Proceedings, IMS General Theory Section ALEXANDRIA VA: American Statistical Association Vol.1, Pag.3847-3858
ISBN:9780979174773
American Statistical Association, JSM09
Wanshington, DC, USA 1-6 Agosto 2009
Coretto, Pietro; Hennig, C.
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2008
Contributo in Atti di convegno
Robust Mixture Modelling.
In: Book of Short Papers, First Joint Meeting of the SFC and CLADAG. NAPOLI ESI Vol.1, Pag.70-82
ISBN:9788849516562
First joint meeting of the Société Francophone de Classification and the Classification and ...
Caserta 11-13-Giungo
Coretto, Pietro
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2008
Contributo in volume (Capitolo o Saggio)
The Noise Component in Model-based Cluster Analysis.
In PREISACH; C.; BURKHARDT; H.; SCHMIDT-THIEME; L.; DECKER; R. EDS. Data Analysis, Machine Learning and Applications Pag.127-138 BERLIN HEIDELBERG Springer.
ISBN:9783540782391
Hennig, Christian; Coretto, Pietro
Versione online
Digital Object Identifier (DOI): 10.1007/978-3-540-78246-9_16
Codice identificativo ISI: WOS:000256988600016
Codice identificativo SCOPUS: 2-s2.0-84879562466
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2007
Contributo in Atti di convegno
Choice of the improper density in robust improper ML for finite normal mixtures.
In: Classification and Data Analysis 2007 Pag.439-443
ISBN:9788860560209
Sixth Scientific Meeting of the Classification and Data Analysis Group of the Italian Statistical So
Macerata 12-14 Settembre 2007
CORETTO P.; HENNIG C
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2007
Contributo in volume (Capitolo o Saggio)
Identifiability for mixtures of distributions from a location-scale family with uniforms.
In Working Papers del Dipartimento di Scienze Economiche e Statistiche Pag.1-20
ISBN:9788861970076
CORETTO P.; HENNIG C
Versione online
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