Mauro Bernardi

Mauro Bernardi

Università degli Studi di Padova

H-index: 17

Europe-Italy

About Mauro Bernardi

Mauro Bernardi, With an exceptional h-index of 17 and a recent h-index of 14 (since 2020), a distinguished researcher at Università degli Studi di Padova, specializes in the field of Bayesian statistics, risk measures, time series analysis, quantile methods, sport statistics.

His recent articles reflect a diverse array of research interests and contributions to the field:

Locally Sparse Function-on-Function Regression

Sparse multivariate modeling for stock returns predictability

Sparse simulation-based estimator built on quantiles

Riemannian optimization on the space of covariance matrices

Model fitting and Bayesian inference via power expectation propagation

Unified Bayesian conditional autoregressive risk measures using the skew exponential power distribution

Identification of high-energy astrophysical point sources via hierarchical Bayesian nonparametric clustering

Allocation of risk capital in a cost cooperative game induced by a modified expected shortfall

Mauro Bernardi Information

University

Position

Assistant Professor

Citations(all)

1021

Citations(since 2020)

733

Cited By

576

hIndex(all)

17

hIndex(since 2020)

14

i10Index(all)

21

i10Index(since 2020)

16

Email

University Profile Page

Università degli Studi di Padova

Google Scholar

View Google Scholar Profile

Mauro Bernardi Skills & Research Interests

Bayesian statistics

risk measures

time series analysis

quantile methods

sport statistics

Top articles of Mauro Bernardi

Title

Journal

Author(s)

Publication Date

Locally Sparse Function-on-Function Regression

Journal of Computational and Graphical Statistics

Mauro Bernardi

Antonio Canale

Marco Stefanucci

2023/7/3

Sparse multivariate modeling for stock returns predictability

arXiv preprint arXiv:2202.12644

Mauro Bernardi

Daniele Bianchi

Nicolas Bianco

2022

Sparse simulation-based estimator built on quantiles

Econometrics and Statistics

Paola Stolfi

Mauro Bernardi

Lea Petrella

2022/2/10

Riemannian optimization on the space of covariance matrices

Preface XIX 1 Plenary Sessions

Jacopo Schiavon

Mauro Bernardi

Antonio Canale

2021

Model fitting and Bayesian inference via power expectation propagation

Emanuele Degani

Luca Maestrini

Mauro Bernardi

2021/11/1

Unified Bayesian conditional autoregressive risk measures using the skew exponential power distribution

Statistical Methods & Applications

Marco Bottone

Lea Petrella

Mauro Bernardi

2021/9

Identification of high-energy astrophysical point sources via hierarchical Bayesian nonparametric clustering

arXiv preprint arXiv:2104.11492

Andrea Sottosanti

Mauro Bernardi

Alessandra R Brazzale

Alex Geringer-Sameth

David C Stenning

...

2021/4/23

Allocation of risk capital in a cost cooperative game induced by a modified expected shortfall

Journal of the Operational Research Society

Mauro Bernardi

Roy Cerqueti

Arsen Palestini

2021/3/14

Volatility Forecasting in a Data Rich Environment

Mauro Bernardi

Giovanni Bonaccolto

Massimiliano Caporin

Michele Costola

2020

The Skew Normal multivariate risk measurement framework

Computational Management Science

Mauro Bernardi

Roy Cerqueti

Arsen Palestini

2020/1

Point and Interval Forecasting of Zonal Electricity Prices and Demand Using Heteroscedastic Models: The IPEX Case

Energies

Mauro Bernardi

Francesco Lisi

2020/11/25

Bayesian econometrics

Universidad EAFIT

Andrés Ramırez Hassan

2021/5/20

A dominance test for measuring financial connectedness

The European Journal of Finance

Mauro Bernardi

Paola Stolfi

2020/2/11

The Skew Normal risk measurement framework

COMPUTATIONAL MANAGEMENT SCIENCE

Bernardi Mauro

Roy Cerqueti

Arsen Palestini

2020

See List of Professors in Mauro Bernardi University(Università degli Studi di Padova)

Co-Authors

H-index: 42
Fabrizio Durante

Fabrizio Durante

Università del Salento

H-index: 30
GIANFAUSTO SALVADORI

GIANFAUSTO SALVADORI

Università del Salento

academic-engine