Publications

Pietro CORETTO Publications


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
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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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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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
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
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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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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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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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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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
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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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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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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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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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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