Pubblicazioni

Mid-quantile mixed graphical models with an application to mass public shootings in the U.S

2025 - JOURNAL OF THE ROYAL STATISTICAL SOCIETY. SERIES A. STATISTICS IN SOCIETY

Merlo, Luca; Geraci, Marco; Petrella, Lea

Access to technology to increase food resilience in rural households in Indonesia

2024 - ECONOMIA AGRO-ALIMENTARE

Soseco, Thomas; Hidayah, Isnawati; Cahayati, Nila; Try Leksono, Fajar

Correction of Batch Effect in Gut Microbiota Profiling of ASD Cohorts from Different Geographical Origins

2024 - BIOMEDICINES

Scanu, Matteo; Del Chierico, Federica; Marsiglia, Riccardo; Toto, Francesca; Guerrera, Silvia; Valeri, Giovanni; Vicari, Stefano; Putignani, Lorenza

Enhancing Model Selection by Obtaining Optimal Tuning Parameters in Elastic-Net Quantile Regression, Application to Crude Oil Prices

2024 - JOURNAL OF RISK AND FINANCIAL MANAGEMENT

Al-Jawarneh, A. S.; Alsayed, A. R. M.; Ayyoub, H. N.; Ismail, M. T.; Sek, S. K.; Aric, K. H.; Manzi, G.

How electricity and natural gas prices affect banking systemic risk

2024 - RESEARCH IN INTERNATIONAL BUSINESS AND FINANCE

Mure', Pina; Paccione, Cosimo; Marzioni, Stefano; Giorgio, Saverio

Neural Networks for quantile claim amount estimation: aq auntile regression approach

2023 - ANNALS OF ACTUARIAL SCIENCE

Laporta, Alessandro G.; Levantesi, Susanna; Petrella, Lea

New advances in Regression Forests

2023 - Statistical Learning, Sustainability and Impact Evaluation

Andreani, Mila; Petrella, Lea; Salvati, Nicola

Probabilistic Load Forecasting With Reservoir Computing

2023 - IEEE ACCESS

Guerra, Michele; Scardapane, Simone; Bianchi, Filippo Maria

Quantile mixed hidden Markov models for multivariate longitudinal data: An application to children's Strengths and Difficulties Questionnaire scores

2022 - JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES C-APPLIED STATISTICS

Merlo, Luca; Petrella, Lea; Tzavidis, Nikos

Tertiary education for all and wage inequality: Policy insights from quantile regression

2022 - JOURNAL OF ECONOMIC STUDIES

Andini, C

Quantile hidden semi-Markov models for multivariate time series

2022 - STATISTICS AND COMPUTING

Merlo, Luca; Maruotti, Antonello; Petrella, Lea; Punzo, Antonio

Social and demographic characteristics of frequent or highâcharge emergency department users: A quantile regression application

2021 - JOURNAL OF EVALUATION IN CLINICAL PRACTICE

Mayfield, Carlene A.; Geraci, Marco; Dulin, Michael; Eberth, Jan M.; Merchant, Anwar T.

Hidden semi-Markov-switching quantile regression for time series

2021 - COMPUTATIONAL STATISTICS & DATA ANALYSIS

Maruotti, Antonello; Petrella, Lea; Sposito, Luca

Forecasting VaR and ES using a joint quantile regression and its implications in portfolio allocation

2021 - JOURNAL OF BANKING & FINANCE

Merlo, L.; Petrella, L.; Raponi, V.

Conditional Quantile Estimation forÂ Linear ARCH Models with MIDAS Components

2021 - Mathematical and Statistical Methods for Actuarial Sciences and Finance eMAF2020

Candila, Vincenzo; Petrella, Lea

Ambulatory care, insurance, and avoidable emergency department utilization in North Carolina

2020 - THE AMERICAN JOURNAL OF EMERGENCY MEDICINE

Mayfield, C. A.; Geraci, M.; de Hernandez, B. U.; Dulin, M.; Eberth, J. M.; Merchant, A. T.

Joint estimation of conditional quantiles in multivariate linear regression models with an application to financial distress

2019 - JOURNAL OF MULTIVARIATE ANALYSIS

Petrella, Lea; Raponi, Valentina

A two-part finite mixture quantile regression model for semi-continuous longitudinal data

2019 - Smart Statistics for Smart Applications : book of short papers SIS 2019

Maruotti, Antonello; Merlo, Luca; Petrella, Lea

Quantile Regression to Tackle the Heterogeneity on the Relationship Between Economic Growth, Energy Consumption, and CO2 Emissions

2019 - ENVIRONMENTAL MODELING & ASSESSMENT

Alsayed, A. R. M.; Isa, Z.; Kun, S. S.; Manzi, G.

CrossâCountry assessment of systemic risk in the European Stock Market: evidence from a CoVaR analysis

2018 - SOCIAL INDICATORS RESEARCH

Petrella, Lea; Laporta, Alessandro G.; Merlo, Luca

The role of parental cognitive ageing in the intergenerational mobility of cognitive abilities

2018 - LABOUR ECONOMICS

Conti, V; Kopinska, J

Unemployment persistence and quantile parameter heterogeneity

2018 - MACROECONOMIC DYNAMICS

Andini, C; Andini, M

Finite mixtures of quantile and M-quantile regression models

2017 - STATISTICS AND COMPUTING

Alfo', Marco; Salvati, Nicola; Ranallli, M. Giovanna

Dynamic Quantile Lasso Regression

2016 - Proceedings of the 48th scientific meeting of the Italian Statistical Society

Bernardi, M.; Poggioni, Fabrizio; Petrella, Lea

Anthropometric charts for infants born between 22 and 29 weeksâ gestation

2016 - PEDIATRICS

Boghossian, N; Geraci, M; Edwards, E; Morrow, K; Horbar, J