Publications

Submitted 

Egidi L., Pauli F. and Torelli N. (2019). Avoiding prior-data conflict via mixture priors. Submitted to Canadian Journal of Statistics.

Egidi, L., Pappadà, R., Pauli, F., Torelli, N. (2019). pivmet: Pivotal Methods for Bayesian Relabelling and k-Means Clustering.

Submitted to The R Journal.

Egidi, L., Pauli, F., Torelli, N. and Zaccarin, S. (2018). Clustering spatial networks through latent mixture models. Under review in Advances in Data Analysis and Classification​.

 

 

Published

 

Egidi, L., Pappadà, R., Pauli, F., and Torelli, N. (2018). Relabelling in Bayesian mixture models by pivotal units. Statistics and Computing, 28(4), 957-969.

 

Egidi L., Gabry J.S. (2018). Bayesian hierarchical models for predicting individual performance in soccer. Journal of Quantitative Analysis of Sports, 14(3),  143-157.

Castelpietra, G., Egidi, L., Caneva, M., Gambino, S., Feresin, T., Mariotto, A., Balestrieri, M., De Leo, D., Marzano, L. (2018). Suicide and suicides attempts in Italian prison epidemiological  findings from the “Triveneto” area, 2010–2016. International Journal of Law and Psychiatry, 61, 6-12.

Egidi L., Pauli F. and Torelli N. (2018). Combining historical data and bookmakers’odds in modelling football scores. Statistical Modelling, 18 (5-6), 1-24.

Egidi L. and Torelli N. (2019). Comparing goal-based and result-based approach in modelling football outcomes. Submitted to Social Indicators Research, Online First, 1-13.

Book chapters

Egidi, L., Pappadà, R., Pauli, F., Torelli, N. (2018). Maxima Units Search (MUS) algorithm:  Methodology and applications. In: Perna, C. , Pratesi, M., Ruiz-Gazen A. (eds.) Studies in Theoretical and Applied Statistics, Springer Proceedings in Mathematics & Statistics 227, pp. 71–81.

Selected Conference proceedings

 

Egidi, L., Pappadà, R., Pauli, F., Torelli, N. (2019). Pivotal seeding for K-means based on clustering ensembles. pp.849-854. In Smart Statistics for Smart Applications - Book of Short Papers SIS 2019 - ISBN:9788891915108.

 Egidi L., Pauli F. and Torelli N. (2018). Are the shots predictive for the football results? Conference Paper, Book of Short Papers, SIS2018, ISBN: 9788891910233.

 

Egidi, L., Pappadà, R., Pauli, F., Torelli, N. (2018). K-means seeding via MUS algorithm. Conference Paper, Book of Short Papers, SIS2018, ISBN: 9788891910233.

 

 Egidi L., Gabry J.S., Bayesian hierarchical models for predicting individual performance in football (soccer), Conference Paper, MathSport International 2017 Conference. ISBN 978-88-6938-058-7, Padova, 26-28 June 2017.

Egidi L., Pappadà R., Pauli F. and Torelli N. -  Relabelling in Bayesian Mixture Models by Pivotal Units - Una procedura di relabelling in modelli mistura Bayesiani basata su unità pivotali. Conference Paper, SIS2016 Proceedings. ISBN 9788861970618. [48th Scientific Meeting of the Italian Statistical Society, Salerno, 8-10 June 2016]

R packages

 

pivmet: Pivotal Methods for Bayesian Relabelling and k-Means Clustering, available at: https://cran.r-project.org/web/packages/pivmet/index.html

 

 

 

Selected Oral/Poster presentation

Egidi L., Pappadà R., Pauli F. and Torelli N. -  Relabelling in Bayesian Mixture Models by Pivotal Units - ISBA meeting, 13-17 June 2016. (Poster presentation)

Egidi L., Pappadà R., Pauli F. and Torelli N. -  Relabelling in Bayesian Mixture Models by Pivotal Units - MBC2 workshop, 5-7 September 2016. (Short talk+Poster presentation)

Egidi L., Pauli F., Torelli N. - A Hierarchical Bayesian Model for Football Scores using the Bookmakers Odds - SISBayes meeting, 7-8 February 2017, Roma. (Short talk+Poster presentation)

Egidi L., Pauli F., Torelli N. - Mixture Data-dependent priors - BISP 10, 13-15 June 2017, Milano. (Poster presentation)

 

Egidi L., Gabry J.S., Bayesian hierarchical models for predicting individual performance in football (soccer) - MathSport International 2017 Conference.  Padova, 26-28 June 2017. (Oral presentation)

Egidi L., Pauli F. and Torelli N. A Hierarchical Bayesian Model for the Football Scores Using the Bookmakers Odds. AUEB Sports Analytics Workshop 2017 Book of Abstracts. [AUEB Sports Analytics Workshop 2017, Athens, 7-8 November 2017].

2018-2019-2020 presentations are coming!

University of Trieste - DEAMS

© 2017 by Leonardo Egidi. Proudly created with Wix.com

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