Alberto CASSESE

Ruolo attuale:: Ricercatore Legge 240/10 a tempo determinato
SSD:: STAT-01/A - Statistica
Afferenza organizzativa:: Dipartimento di Statistica, Informatica, Applicazioni 'G. Parenti' (DiSIA)

Recapiti

	0552751591
	alberto.cassese(AT)unifi.it

Alberto CASSESE

Orario di ricevimento (aggiornato al 14/09/2022)

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Alberto CASSESE

Biografia

Ricercatore di Statistica, SECS-S/01.

Dipartimento di Statistica, Informatica, Applicazioni 'Giuseppe Parenti'

Viale Morgagni, 59 - 50134 Firenze
Tel: 0552751591
e-mail: alberto.cassese(AT)unifi.it

Titoli di studio

2013: Dottore di Ricerca in Statistica Applicata.
2009: Laurea Specialistica in Statistica ed Informatica per le Aziende
2007: Laurea Triennale in Statistica

Alberto CASSESE

Curriculum

Ricercatore in Statistica. Interessi di ricerca:

Teoria e metodi:

Bayesian modeling, Variable selection, Statistical computing, Nonparametric Bayes, Two-mode clustering.

Applicazioni:

Large-scale high-throughput data, Bioinformatics, Neuroimaging.

Esperienza di ricerca:

2022- : Ricercatore di tipo B in Statistica, Universita' di Firenze
2020-2022: Ricercatore di livello I in Statistica, Universita' di Maastricht
2015-2020: Ricercatore di livello II in Statistica, Universita' di Maastricht
2014-2015: Assegnista di ricerca in Statistica, posizione congiunta Universita' Rice ed MD Anderson cancer center
2013: Assegnista di ricerca in Statistica, Universita' Rice

Altre informazioni:

Vicedirettore del Florence Center for Data Science (per il Dipartimento di Statistica).

Alberto CASSESE

Interessi

Bayesian modeling, Variable selection, Statistical computing, Nonparametric Bayes, Two-mode clustering.

Alberto CASSESE

Pubblicazioni

Legenda

Contributo su rivista |

Articolo su libro |

Libro |

Contributo in atti di convegno (proceeding) |

Brevetto |

Curatela | Altro

Altro |

Tesi di Dottorato

Mondal, Dipro; Vanbelle, Sophie; Cassese, Alberto; Candel, Math JJM (2024). Review of sample size determination methods for the intraclass correlation coefficient in the one-way analysis of variance model. STATISTICAL METHODS IN MEDICAL RESEARCH, pp. 0-0, ISSN:0962-2802 DOI Accesso ONLINE all'editore

Nixon L.; Slattery B.; Cassese A.; ten Hoor G. (2023). Effects of the Digital Intervention StudentPOWR on the Subjective Wellbeing of Students Studying from Home: a Randomized Wait-List Control Trial. INTERNATIONAL JOURNAL OF APPLIED POSITIVE PSYCHOLOGY, vol. -, pp. 0-0, ISSN:2364-5059 DOI Accesso ONLINE all'editore

Zaheer Ahmed, Alberto Cassese, Gerard van Breukelen, Jan Schepers (2023). E-ReMI: Extended Maximal Interaction Two-mode Clustering. JOURNAL OF CLASSIFICATION, vol. -, pp. 0-0, ISSN:1432-1343 DOI Accesso ONLINE all'editore

Ahmed, Z; Cassese, A; van Breukelen, G; Schepers, J (2021). REMAXINT: a two-mode clustering-based method for statistical inference on two-way interaction. ADVANCES IN DATA ANALYSIS AND CLASSIFICATION, vol. 15, pp. 987-1013, ISSN:1862-5347 DOI Accesso ONLINE all'editore

Cassese, A; Zhu, WX; Guindani, M; Vannucci, M (2019). A Bayesian Nonparametric Spiked Process Prior for Dynamic Model Selection. BAYESIAN ANALYSIS, vol. 14, pp. 553-572, ISSN:1936-0975 DOI Accesso ONLINE all'editore

Li, Qiwei; Cassese, Alberto; Guindani, Michele; Vannucci, Marina (2019). Bayesian negative binomial mixture regression models for the analysis of sequence count and methylation data. BIOMETRICS, vol. 75, pp. 183-192, ISSN:0006-341X DOI Accesso ONLINE all'editore

Buck, Achim; Heijs, Bram; Beine, Birte; Schepers, Jan; Cassese, Alberto; Heeren, Ron M A; McDonnell, Liam A; Henkel, Corinna; Walch, Axel; Balluff, Benjamin (2018). Round robin study of formalin-fixed paraffin-embedded tissues in mass spectrometry imaging. ANALYTICAL AND BIOANALYTICAL CHEMISTRY, vol. 410, pp. 5969-5980, ISSN:1618-2642 DOI Accesso ONLINE all'editore

Trevino, Victor; Cassese, Alberto; Nagy, Zsuzsanna; Zhuang, Xiaodong; Herbert, John; Antczak, Philipp; Clarke, Kim; Davies, Nicholas; Rahman, Ayesha; Campbell, Moray J; Guindani, Michele; Bicknell, Roy; Vannucci, Marina; Falciani, Francesco (2016). A Network Biology Approach Identifies Molecular Cross-Talk between Normal Prostate Epithelial and Prostate Carcinoma Cells. PLOS COMPUTATIONAL BIOLOGY, vol. 12, pp. 0-0, ISSN:1553-734X DOI Accesso ONLINE all'editore

Cassese A.; Guindani M.; Vannucci M. (2016). iBATCGH: Integrative Bayesian analysis of transcriptomic and CGH data. In: Arnoldo Frigessi, Peter Bühlmann, Ingrid K. Glad, Mette Langaas, Sylvia Richardson, Marina Vannucci. Statistical Analysis for High-Dimensional Data - The Abel Symposium 2014, pp. 105-123 Springer International Publishing, ISBN:978-3-319-27097-5. DOI

Cassese, Alberto; Ellis, Shane R; Ogrinc Potočnik, Nina; Burgermeister, Elke; Ebert, Matthias; Walch, Axel; van den Maagdenberg, Arn M J M; McDonnell, Liam A; Heeren, Ron M A; Balluff, Benjamin (2016). Spatial Autocorrelation in Mass Spectrometry Imaging. ANALYTICAL CHEMISTRY, vol. 88, pp. 5871-5879, ISSN:0003-2700 DOI Accesso ONLINE all'editore

Chiang, Sharon; Cassese, Alberto; Guindani, Michele; Vannucci, Marina; Yeh, Hsiang J; Haneef, Zulfi; Stern, John M (2016). Time-dependence of graph theory metrics in functional connectivity analysis. NEUROIMAGE, vol. 125, pp. 601-615, ISSN:1053-8119 DOI Accesso ONLINE all'editore

Cassese, Alberto; Guindani, Michele; Antczak, Philipp; Falciani, Francesco; Vannucci, Marina (2015). A Bayesian model for the identification of differentially expressed genes in Daphnia magna exposed to munition pollutants. BIOMETRICS, vol. 71, pp. 803-811, ISSN:0006-341X DOI Accesso ONLINE all'editore

Alberto Cassese (2014). iBATCGH. Accesso ONLINE all'editore

Cassese, Alberto; Guindani, Michele; Vannucci, Marina (2014). A bayesian integrative model for genetical genomics with spatially informed variable selection. CANCER INFORMATICS, vol. 13, pp. 29-37, ISSN:1176-9351 DOI Accesso ONLINE all'editore

Alberto Cassese; Michele Guindani; Mahlet Tadesse; Francesco Falciani; and Marina Vannucci (2014). A Hierarchical Bayesian Model for Inference of Copy Number Variants and their Association to Gene Expression. THE ANNALS OF APPLIED STATISTICS, vol. 8, pp. 148-175, ISSN:1932-6157

Alberto Cassese (2013). A Hierarchical Bayesian Modeling Approach To Genetical Genomics. (Tutor: Emanuela Dreassi)

Alberto Cassese;Marta Blangiardo (2010). sdef. Accesso ONLINE all'editore

M.Blangiardo; A.Cassese;S.Richardson (2010). sdef: an r package to synthesize lists of significant features in related experiments. BMC BIOINFORMATICS, vol. 11, pp. 0-0, ISSN:1471-2105 DOI Accesso ONLINE all'editore

Alberto CASSESE

Biography

Assistant Professor of Statistics, SECS-S/01.

Department of Statistics, Computer Science, Applications 'Giuseppe Parenti'

Viale Morgagni, 59 - 50134 Firenze
Tel: 0552751591
e-mail: alberto.cassese(AT)unifi.it

Education

2013: PhD in Applied Statistics.
2009: M.S. in Statistics and Computer Science for Companies
2007: B.S. in Statistics

Alberto CASSESE

Curriculum

Assistant Professor of Statistics. Research interests:

Theory and Methods:

Bayesian modeling, Variable selection, Statistical computing, Nonparametric Bayes, Two-mode clustering.

Applications:

Large-scale high-throughput data, Bioinformatics, Neuroimaging.

Research Experience:

2022- : Assistant professor of Statistics (RTD-B), University of Florence
2020-2022: Assistant professor of Statistics (Universitair Docent 1), Maastricht University
2015-2020: Assistant professor of Statistics (Universitair Docent 2), Maastricht University
2014-2015: Post Doc, Rice University, MD Anderson (Joint Position)
2013: Post Doc, Rice University

Additional info:

DISIA Deputy Director of the Florence Center for Data Science.

Alberto CASSESE

Interest

Bayesian modeling, Variable selection, Statistical computing, Nonparametric Bayes, Two-mode clustering.