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Marco Perone Pacifico

Marco Perone Pacifico
Titolare di Insegnamento

Note biografiche

Graduated cum laude in Statistics at University of Rome La Sapienza in 1991. PhD in Statistics, University of Rome La Sapienza in 1995.

Curriculum

Academic position

  • 1996-2005: Assistant professor in Probability, Sapienza University of Rome.
  • 2005-2018: Associate professor of Statistics, Sapienza University of Rome.
  • 2018-present: Full professor of Statistics, Luiss University.

Teaching activity

Currently teach statistics and probability courses at Luiss. Have also taught various statistics, probability and
mathematics undergraduate, graduate and PhD courses in other universities and research institutions in Italy
and abroad.

Research interest

Research activity is focused on different aspects of statistical inference. Main research topics are:

  • nonparametric methods
  • multiple testing for spatial data
  • identification of filaments
  • manifolds estimation

Most of the research activity is in collaboration with colleagues from the Department of Statistics, Carnegie
Mellon University (Pittsburgh, USA).

Pubblicazioni

  • Genovese, Perone Pacifico, Verdinelli, Wasserman (2017) Finding singular features, Journal of Computational and Graphical Statistics, 26, 598-609.
  • Genovese, Perone Pacifico, Verdinelli, Wasserman (2016) Nonparametric Inference for Density Modes, Journal of the Royal Statistical Society: Series B (Statistical Methodology), 78, 99-126.
  • Genovese, Perone Pacifico, Verdinelli, Wasserman (2014) "Nonparametric Ridge Estimation, The Annals of Statistics, 42, 1511-1545.
  • Genovese, Perone Pacifico, Verdinelli, Wasserman (2012) "Manifold estimation and singular deconvolution under Hausdorff loss, The Annals of Statistics, 40, 941-963.
  • Genovese, Perone Pacifico, Verdinelli, Wasserman (2012) "Minimax manifold estimation, Journal of Machine Learning Research, 13, 1263-1291.
  • Genovese, Perone Pacifico, Verdinelli, Wasserman (2012) "The geometry of nonparametric filament estimation, Journal of the American Statistical Association, 107, 788-799.
  • Genovese, Perone Pacifico, Verdinelli, Wasserman (2009) "On the path density of a gradient field, The Annals of Statistics, 37, 3236-3271.
  • Perone Pacifico, Genovese, Verdinelli, Wasserman (2007) "Scan clustering: a false discovery approach, Journal of Multivariate Analysis, 98, 1441-1469.
  • Perone Pacifico, Genovese, Verdinelli, Wasserman (2004) "False discovery control for random fields, Journal of the American Statistical Association, 99, 1002-1014.
  • De Santis, Perone Pacifico (2004) "Accounting for historical information in designing experiments: the Bayesian approach, Annali dell'Istituto Superiore di Sanità, 40, 173-179.
  • De Santis, Perone Pacifico, Sambucini (2004) "Optimal predictive sample size for casecontrol studies, Journal of the Royal Statistical Society, C series (Applied Statistics), 53, 427-441.
  • Perone Pacifico, Salinetti, Tardella (1998) "A note on the geometry of Bayesian global and local robustness, Journal of Statistical Planning and Inference, 69, 51-64.
  • Perone Pacifico, Salinetti, Tardella (1996) "Bayesian robustness on constrained density band classes, Test, 5, 395-409.Conigliani, Dall'Aglio,
  • Perone Pacifico, Salinetti (1994) Robust statistics: from classical to Bayesian analysis, Metron, vol. LII n. 3-4, 89-109.

Book chapters

  • Perone Pacifico, Verdinelli (2009) ''False discovery control for scan clustering'', Scan Statistics -- Methods and Applications (J. Glaz, V. Pozdnyakov and S. Wallenstein eds.), Birkhauser, Boston.
  • De Santis, Perone Pacifico (2003) ''Two experimental settings in clinical trials: predictive criteria for choosing the sample size in interval estimation'', Applied Bayesian Statistical Studies in Biology and Medicine (M. di Bacco, G. d'Amore and Scalfari eds.), Kluwer Academic Publishers, Norwell, MA.
  • Lavine, Perone Pacifico, Salinetti, Tardella (2000) ''Linearization techniques in Bayesian robustness'', Robust Bayesian Analysis, (D. Rios Insua and F. Ruggeri eds.), Springer Verlag, Berlin, 261- 272.

Conference proceedings

  • Perone Pacifico (2014) ''Nonparametric Mode Hunting'' Proceedings of the 47th Scientific Meeting of the Italian Statistical Society, CUEC.
  • Perone Pacifico (2013) ''SuRF: Subspace Ridge Finder'', Cladag 2013. 9th Meeting of the Classification and Data Analysis Group. Book of abstracts, CLEUP, 357-360.
  • Perone Pacifico (2008) ''Nonparametric methods for determining filaments of galaxies'', Proceedings of the First joint meeting of the Societe Francofone de Classification and the Classification and Data Analysis group of the Italian Statistical Society, Edizioni Scientifiche Italiane, Napoli, 151-154.
  • De Santis, Perone Pacifico (2002) ''Optimal predictive sample size determination for interval estimation'', Atti della XLI Riunione Scientifica SIS, Cleup, Padova.
  • Perone Pacifico, Salinetti, Tardella (1999) ''Stabilità delle decisioni statistiche'', Decisioni Statistiche: Teoria e Applicazioni, Pitagora, Bologna, 68-83.
  • Perone Pacifico (1998) Discussion on ''Bayesian variable selection in qualitative models'' by J.A. Dupuis and C.P. Robert, Proceedings of the Workshop on Model Selection, Pitagora, Bologna, 299-302.

Other publications

  • Perone Pacifico (1995) ''Metodologie per la robustezza bayesiana: un approccio unificante'', PhD thesis, Dipartimento di Statistica, Probabilità e Statistiche Applicate, Università di Roma 'La Sapienza'.