PUBLICATIONS

INTERNATIONAL JOURNALS:

• 1. I.Pavlu, A.Menafoglio, E.G.B., K.Hron. Classification of probability density functions in the framework of Bayes spaces: methods and applications. SORT-Statistics and Operations Research Transactions, (Accepted) (doi: 10.57645/20.8080.02.10 - Open access).

  2. E.G.B., L.Chan, A.Goia.  Detecting the Complexity of a Functional Time Series. Journal of Nonparametric Statistics, (2023) (doi: 10.1080/10485252.2023.2234507 )
     Post-print authors version

  3. A.M.Di Brisco, E.G.B., A.Goia, S.Migliorati. Bayesian Flexible Beta Regression Model with Functional Covariate. Computational Statistics, (2022) (doi: 10.1007/s00180-022-01240-5 - Open access) 

  4. J.B.Aubin, E.G.B., A.Goia. The correction term in a Small–Ball Probability factorization for random curves. Journal of Multivariate Analysis, (2021). (doi : 10.1016/j.jmva.2021.104891) Pre-print authors version

  5. E.G.B., A. Goia, P.Vieu. Estimating the complexity index of functional data: Some asymptotics. Statistics and Probability Letters, 161 June (2020) (doi: 10.1016/j.spl.2020.108731). Post-print authors version

  6. E.G.B., A. Goia. Describing the Concentration of Income Populations by Functional Principal Component Analysis on Lorenz Curves. Journal of Multivariate Analysis. 170 March (2019) pp. 10-24 (doi: 10.1016/j.jmva.2018.09.005) Editorial pdf version at IRIS

  7. E.G.B., A.Goia, P.Vieu. Modeling Functional Data: a test procedure. Computational Statistics (2019) 34:451-468 (doi: 10.1007/s00180-018-0816-9)    Post-print authors version

  8. E.G.B., A.Goia, P.Vieu. Evaluating the complexity of some families of functional data. SORT-Statistics and Operations Research Transactions, 42 (1) January-June (2018) (doi: 10.2436/20.8080.02.50 - Open access). 

  9. E.G.B., A.Goia. Some Insights About the Small Ball Probability Factorization for Hilbert Random Elements. Statistica Sinica, 27(4) (2017) pp. 1949-1965 (doi: 10.5705/ss.202016.0128) Errata Corrige

  10. E.G.B., A.Goia. Classification methods for Hilbert data based on surrogate density. Computational Statistics & Data Analysis, 99 (2016) pp. 204-222. (doi: 10.1016/j.csda.2016.01.019)  Post-print authors version

  11. G.Aletti, E.G.B. A decomposition theorem for fuzzy set-valued random variables. Fuzzy Sets and Systems, (2013) pp. 98-112.(doi: 10.1016/j.fss.2012.11.005) 

  12. E.G.B. A Note on Fuzzy Set-Valued Brownian Motion. Statistics and Probability Letters 82 (2012), pp. 827-832. (doi: 10.1016/j.spl.2012.01.011) 

  13. G.Aletti, E.G.B., V.Capasso. Integration in a dynamical stochastic geometric framework. ESAIM: Probability and Statistics, 15 (2011) 402-416. (doi: 10.1051/ps/2010009)

  14. G.Aletti, E.G.B., V.Capasso. Statistical aspects of fuzzy monotone set-valued stochastic processes. Application to birth-and-growth processes. Fuzzy Sets and Systems 160 (2009), pp. 3140-3151. (doi: 10.1016/j.fss.2008.12.011)

EDITOR ACTIVITIES

1. Aneiros, G., Bongiorno, E. G., Cao, R., Vieu, P. Functional Statistics and Related Fields. In ``Contribution to Statistics'' Series, Springer (doi: 10.1007/978-3-319-55846-2)

2. "Contributions in infinite-dimensional statistics and related topics", (E.G.Bongiorno et al. Ed.s) ESCULAPIO Pub., Bologna, Italy, 2014.

3. Proceedings of the Workshop "Shape and Size in Medicine, Biotechnology, Materials Science and Social Sciences", in Image Analysis and Stereology, 3 (2011), 133-134. (doi:10.5566/ias.v30.p133).

REFEREED PUBLICATIONS: PROCEEDINGS, CHAPTERS AND OTHERS

1. E.G.B., A.M.Di Brisco, A.Goia, S.Migliorati. Hilbert principal component regression for bimodal bounded responses. In the Book of Short Papers SIS2022. p. 895-900, ISBN: 9788891932310

2. E.G.B., A.Goia. A parsimonious approach to represent functional data. In the Book of Short Papers SIS2022. p. 642-647', ISBN: 9788891932310

3. E.G.B., A.Goia. Modes of variation for Lorenz Curves. In the Book of Short Papers SIS2022. p. 565-570, ISBN: 9788891932310}

4. E.G.B., A.Goia, P.Vieu P. (2020). About the Complexity Function in Small-ball Probability Factorization. In: ``Functional and High-Dimensional Statistics and Related Fields'', (G.Aneiros et al. Ed.s), Springer, Cham., 2020, 27--33 (doi: 10.1007/978-3-030-47756-1_5 ).

5. E.G.B., A.Goia. Density based classification methods for functional data. In the CLADAG 2017. Book of Short Papers, (F.Greselin et al. Ed.s) Universitas Studiorum, Mantova, Italy, 2017.

6. J.B., Aubin, E.G.B., A. Goia. An asymptotic factorization of the Small?Ball Probability: theory and estimates. In ``Functional Statistics and Related Fields'', (G.Aneiros et al. Ed.s), Springer, Cham., 2017, 45-50 (doi: 10.1007/978-3-319-55846-2\_7)

7. E.G.B., A. Goia, P. Vieu. On the Geometric Brownian Motion assumption for financial time series. In ``Functional Statistics and Related Fields'', (G.Aneiros et al. Ed.s), Springer, Cham., 2017,  59-65 (doi: 10.1007/978-3-319-55846-2\_9)

8. G. Aneiros, E.G.B., R.Cao, P.Vieu. An introduction to the 4th edition of the International Workshop on Functional and Operatorial Statistics. In ``Functional Statistics and Related Fields'', (G.Aneiros et al. Ed.s), Springer, Cham., 2017, 1-5 (doi: 10.1007/978-3-319-55846-2\_1)

9. A. Amighini, E.G.B., A. Goia. A clustering method for economic aggregates by using concentration curves. In "Contributions in infinite-dimensional statistics and related topics", (E.G.Bongiorno et al. Ed.s) ESCULAPIO Pub. Co., Bologna, Italy, 2014, 25-30.

10. E.G.B., A. Goia, E. Salinelli, P. Vieu. An Overview of IWFOS'2014. In "Contributions in infinite-dimensional statistics and related topics", (E.G.Bongiorno et al. Ed.s) ESCULAPIO Pub. Co., Bologna, Italy, 2014, 1-5.

11. E.G.B., A. Goia. A clustering method for functional data "Un metodo di classificazione per dati funzionali". In the Proceedings of 47th Scientific Meeting of the Italian Statistical Society", (S.Cabras et al. Ed.s) CUEC, Cagliari, Italy, 2014.

12. E.G.B., A. Goia. "Clustering for functional data". In the "Proceedings of the METMA VII and GRASPA14 Conference. Torino (IT), 10-12 September 2014".

13. G. Aletti, E.G.B., V. Capasso. A geometric, stochastic, dynamic framework for birth-and-growth processes and statistical estimation. In Springer Series Mathematics in Industry, Volume Progress in Industrial Mathematics at ECMI 2012, 371-377.

14. G. Aletti, E. G. Bongiorno, V. Capasso. A fuzzy set-valued stochastic framework forbirth{and{growth process. Statistical aspects. In refereed part of Stereology and Image Analysis. Ecs10: Proceeding of the 10th European Conference of ISS., (V.Capasso et al. Ed.), The MIRIAM Project Series, Vol. 4, ESCULAPIO Pub. Co., Bologna, Italy, 2009.

15. E.G.B. Un processo di nascita e crescita per insiemi aleatori chiusi basato sulla somma di Minkowski. La matematica nella Società e nella Cultura; rivista della Unione Matematica Italiana. Serie I, Vol. 2, Numero 2 (2009), pp. 207-210.

16. E.G.B. A birth and growth process for random closed sets based on Minkowski sum. PhD Thesis.