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GIANLUCA SOTTILE

Curriculum and Research

SOTTILE GIANLUCA

GIANLUCA SOTTILE

 (STAT-01/A)

Scienze Economiche, Aziendali e Statistiche

Contacts

gianluca.sottile@unipa.it

Curriculum not available

Subjects

Academic Year Subject identification code Subject name ECTS Course of study
2024/2025 23157 MODELLI STATISTICI PENALIZZATI (MODULO) 3 STATISTICA E DATA SCIENCE
2024/2025 23500 STATISTICAL MACHINE LEARNING 6 STATISTICA E DATA SCIENCE
2024/2025 23500 STATISTICAL MACHINE LEARNING (MODULO) 6 STATISTICA E DATA SCIENCE

Publications

Date Title Type Record
2024 Influence of season and photoperiod in severe dog attack cases on humans in a Mediterranean climate region Articolo in rivista Go to
2024 Single-cell Sequencing Data: Critical Analysis and Definition of Statistical Models Contributo in atti di convegno pubblicato in volume Go to
2024 A comprehensive environmental exposure indicator and respiratory health in asthmatic children: a case study Articolo in rivista Go to
2024 A high-density genome-wide approach reveals novel genetic markers linked to small ruminant lentivirus susceptibility in sheep Articolo in rivista Go to
2024 Sparse inference of the human haematopoietic system from heterogeneous and partially observed genomic data Articolo in rivista Go to
2023 A 10-year retrospective analysis (2012-2021) of hospitalizations resulting from dog bites in Southern Italy Articolo in rivista Go to
2023 Sparse Inference in functional conditional Gaussian Graphical Models under Partial Separability Contributo in atti di convegno pubblicato in volume Go to
2023 Analyzing post modern consumer behavior and beef consumption patterns: Insights from Sicilian market Articolo in rivista Go to
2023 cglasso: An R Package for Conditional Graphical Lasso Inference with Censored and Missing Values Articolo in rivista Go to
2023 Parametric estimation of non-crossing quantile functions Articolo in rivista Go to
2023 Conditional Gaussian Graphical Models for Functional Variables with Partially Separable Operators Contributo in atti di convegno pubblicato in volume Go to
2023 Conditional Gaussian Graphical Models for Functional Variables whit Partial Separable Operators Contributo in atti di convegno pubblicato in volume Go to
2023 Joint modelling of non-crossing additive quantile regression via constrained B-spline varying coefficients Articolo in rivista Go to
2022 A multivariate statistical test for differential expression analysis Articolo in rivista Go to
2022 Robust estimation and regression with parametric quantile functions Articolo in rivista Go to
2022 The neglected status of the vermetid reefs in the Mediterranean Sea: A systematic map Articolo in rivista Go to
2022 Migration and Students’ Performance: detecting geographical differences following a curves clustering approach Articolo in rivista Go to
2022 A PCA-based clustering algorithm for the identification of stratiform and convective precipitation at the event scale: an application to the sub-hourly precipitation of Sicily, Italy Articolo in rivista Go to
2022 The Joint Censored Gaussian Graphical Lasso Model Contributo in atti di convegno pubblicato in volume Go to
2022 Statistical Modelling to Monitor and to Predict the Epidemic Evolution Capitolo o Saggio Go to
2021 Activation-Induced Rigidity in Neurologically and Cognitively Healthy Individuals Aged 18-90 Years: A Cross-Sectional Study Articolo in rivista Go to
2021 Covariate adjusted censored gaussian lasso estimator Contributo in atti di convegno pubblicato in volume Go to
2021 SPARSE INFERENCE IN COVARIATE ADJUSTED CENSORED GAUSSIAN GRAPHICAL MODELS Contributo in atti di convegno pubblicato in volume Go to
2020 Isolated Subtle Neurological Abnormalities in Mild Cognitive Impairment Types Articolo in rivista Go to
2020 Genome-wide detection of signatures of selection in three Valdostana cattle populations Articolo in rivista Go to
2020 A penalized approach to covariate selection through quantile regression coefficient models Articolo in rivista Go to
2020 The Induced Smoothed lasso: A practical framework for hypothesis testing in high dimensional regression Articolo in rivista Go to
2020 Genome-wide analyses identifies known and new markers responsible of chicken plumage color Articolo in rivista Go to
2020 Convective and stratiform precipitation: A PCA-based clustering algorithm for their identification Abstract in atti di convegno pubblicato in volume Go to
2020 The conditional censored graphical lasso estimator Articolo in rivista Go to
2020 Refining the genetic structure and relationships of European cattle breeds through meta-analysis of worldwide genomic SNP data, focusing on Italian cattle Articolo in rivista Go to
2020 Analisi e monitoraggio della diffusione del Covid19 in Italia: il gruppo CoViSTAT19 Articolo in rivista Go to
2020 Genome-wide analyses reveal the regions involved in the phenotypic diversity in Sicilian pigs Articolo in rivista Go to
2020 A model-based approach for assessing bronchodilator responsiveness in children: The conventional cutoff revisited Lettera Go to
2020 Apoe genotypes and brain imaging classes in normal cognition, mild cognitive impairment, and alzheimer’s disease: A longitudinal study Articolo in rivista Go to
2019 Non-crossing quantile regression via monotone B-spline varying coefficients Contributo in atti di convegno pubblicato in volume Go to
2019 Mild Parkinsonian signs in a hospital-based cohort of mild cognitive impairment types: A cross-sectional study Articolo in rivista Go to
2019 An extension of the censored gaussian lasso estimator Contributo in atti di convegno pubblicato in volume Go to
2019 A combined genome-wide approach identifies a new potential candidate marker associated with the coat color sidedness in cattle Articolo in rivista Go to
2019 An association analysis to identify genetic variants linked to asthma and rhinoconjunctivitis in a cohort of Sicilian children Lettera Go to
2019 Combined approaches to identify genomic regions involved in phenotypic differentiation between low divergent breeds: Application in Sardinian sheep populations Articolo in rivista Go to
2019 Genome-wide association study between CNVs and milk production traits in Valle del Belice sheep Articolo in rivista Go to
2019 Genome-wide analysis identifies potentially causative genes explaining the phenotypic variability in Pinzirita sheep Articolo in rivista Go to
2019 A new tuning parameter selector in lasso regression Contributo in atti di convegno pubblicato in volume Go to
2019 Non-crossing parametric quantile functions: an application to extreme temperatures Contributo in atti di convegno pubblicato in volume Go to
2019 Nociceptive Primitive Reflexes in Neurologically and Cognitively Healthy Aging Subjects Articolo in rivista Go to
2018 A distribution curves comparison approach to analyze the university moving students performance Contributo in atti di convegno pubblicato in volume Go to
2018 Quantile Regression Coefficients Modeling: a Penalized Approach Contributo in atti di convegno pubblicato in volume Go to
2018 Runs of homozygosity reveal genome-wide autozygosity in Italian sheep breeds Articolo in rivista Go to
2018 Clusters of effects curves in quantile regression models Articolo in rivista Go to
2018 Genome-wide association study reveals the locus responsible for microtia in Valle del Belice sheep breed Articolo in rivista Go to
2018 Penalized classification for optimal statistical selection of markers from high-throughput genotyping: application in sheep breeds Articolo in rivista Go to
2017 Depth-based methods for clustering of functional data. Abstract in atti di convegno pubblicato in volume Go to
2017 A new approach for clustering of effects in quantile regression Contributo in atti di convegno pubblicato in volume Go to
2017 Genome-wide scan for runs of homozygosity identifies potential candidate genes associated with local adaptation in Valle del Belice sheep Articolo in rivista Go to
2016 Tuning parameter selection in LASSO regression Contributo in atti di convegno pubblicato in volume Go to
2016 Metodo per la tracciabilità/autenticazione di prodotti lattiero-caseari mono-razza Brevetto Go to
2015 Identification of breed informative single nucleotide polymorphisms for assigning individual in Sicilian dairy sheep Contributo in atti di convegno pubblicato in rivista Go to
2014 Manuale tecnico applicativo Progetto: “Innova Uva Mazzarone I.U.M. Capitolo o Saggio Go to