Biography

Hi! I am a Lecturer/ Assistant Professor in Statistics in the School of Computer Science and Statistics at Trinity College Dublin, where I conduct research in Statistics and teach Statistics to students. Prior to this, I was an Assistant Professor in Statistics in the School of Mathematics and Statistics at University College Dublin, where in the past I have also worked as a PostDoc in the VistaMilk SFI Research Centre with Prof. Claire Gormley and in the ERC-ADIET project with Prof. Claire Gormley and Prof. Lorraine Brennan. I obtained a PhD in Statistics from Sapienza, University of Rome, working with Prof. Marco Alfo' My Research focuses on developing novel statistical methods starting from data-motivated problems, where either the existing methods are not adequate, or there is no methodology for data analysis. I am particularly interested in the application of Bayesian inference and latent variable models in the areas of statistical network analysis, statistical modelling or nutrition and metabolomics and, since recently, statistical modelling for applications in ecology and environmental sciences. . I am currently in the committee of the Irish Statistical Association (ISA), serving as Ordinary member.

Publications and Further Research Outputs

  • Isobel C. Gormley; Silvia D'Angelo; Lorraine Brennan, Combining Biomarker and Food Intake Data, Wiley StatsRef: Statistics Reference Online, 2022, p1 - 11Journal Article, 2022, DOI
  • Silvia D'Angelo; Lorraine Brennan; Isobel Claire Gormley, Inferring food intake from multiple biomarkers using a latent variable model, The Annals of Applied Statistics, 15, (4), 2021, 2043 - 2060Journal Article, 2021, DOI
  • Silvia D'Angelo; Isobel Claire Gormley; Aoife E. McNamara; Lorraine Brennan , multiMarker: software for modelling and prediction of continuous food intake using multiple biomarkers measurements, BMC Bioinformatics, 22, (1), 2021, p1 - 9Journal Article, 2021, DOI
  • Silvia D'Angelo; Marco Alfò; Thomas Brendan Murphy, Modeling node heterogeneity in latent space models for multidimensional networks, Statistica Neerlandica (Wiley), 74, (3), 2020, p324 - 341Journal Article, 2020, DOI
  • Silvia D'Angelo; Isobel Claire Gormley; Breige A McNulty; Anne P Nugent; Janette Walton; Albert Flynn; Lorraine Brennan, Combining biomarker and food intake data: calibration equations for citrus intake, The American Journal of Clinical Nutrition, 110, (4), 2019, p977 - 983Journal Article, 2019, URL
  • Silvia D'Angelo; Thomas Brendan Murphy; Marco Alfò, Latent space modelling of multidimensional networks with application to the exchange of votes in Eurovision Song Contest, The Annals of Applied Statistics, 13, (2), 2019, p900 - 930Journal Article, 2019, DOI
  • Viviana Egidi; Michele Antonio Salvatore; Giulia Rivellini; Silvia D'Angelo, A network approach to studying cause-of-death interrelations, Demographic Research, 38, 2018, p373 - 400Journal Article, 2018, URL
  • Understanding Dependency Patterns in Structural and Functional Brain Connectivity Through fMRI and DTI Data in, editor(s)Antonio Canale; Daniele Durante; Lucia Paci; Bruno Scarpa , Studies in Neural Data Science, Springer, 2018, [Marta Crispino; Silvia D'Angelo; Saverio Ranciati; Antonietta Mira]Book Chapter, 2018, DOI
  • Silvia D'Angelo, Sender and receiver effects in latent space models for multiplex data, CLADAG 2021, Florence (IT), 9-11 September 2021, 2021Conference Paper, 2021, DOI
  • Silvia D'Angelo; Michael Fop, A latent space model for clustering in multiplex data, CLADAG 2019, Cassino (IT), 11-13 September 2019, edited by Giovanni C. Porzio, Francesca Greselin; Simona Balzano , 2019Conference Paper, 2019, URL
  • Silvia D'Angelo, Latent space models for multidimensional network data, Sapienza, University of Rome, 2018Thesis, 2018, URL
  • Silvia D'Angelo; Claire Gormley; Lorraine Brennan , 'multiMarker: Latent Variable Model to Infer Food Intake from Multiple Biomarkers', 2021, -Software, 2021, URL
  • Silvia D'Angelo; Michael Fop; Marco Alfò; Thomas Brendan Murphy , 'spaceNet: Latent Space Models for Multidimensional Networks', 2019, -Software, 2019, URL
  • Silvia D'Angelo, Marco Alfo', Michael Fop, Model-based clustering for multidimensional social networks, Journal of the Royal Statistical Society Series A: Statistics in Society, 2023Journal Article, 2023, DOI
  • Alessandro Casa, Michael Fop, Silvia D'Angelo, A discussion on "Sparse Bayesian factor analysis when the number of factors is unknown" by Frühwirth-Schnatter, Hosszejni and Freitas Lopes, Bayesian Analysis, 2024, p62 - 64Journal Article, 2024, DOI
  • David O'Sullivan, James Sweeney, Shirin Moghaddam, Kevin Burke(ed.), 39th International Workshop on Statistical Modelling, Limerick, Ireland, 13-18 July 2025, 2025Proceedings of a Conference, 2025, URL
  • D'Angelo Silvia, Michael Fop, 'spaceNet: Latent Space Models for Multidimensional Networks (R package)', 2019, -Software, URL
  • Silvia D'Angelo, 'multiMarker: Latent Variable Model to Infer Food Intake from Multiple Biomarkers (R package)', 2019, -Software, URL
  • Silvia D'Angelo, 'MultiMarker (Web Application)', 2020, -Software, URL
  • Silvia D'Angelo, 'Bio-Intake', 2019, -Software, URL

Research Expertise

  • Title
    T-DIET: developing novel statistical methods for the analysis of longitudinal dietary patterns and their association with health outcomes
    Summary
    Funding Agency
    Research Ireland
    Date From
    2025
    Date To
    2029

Recognition

  • Member of the Irish Statistical Association
  • Member of the Young Section of the Irish Statistical Society
  • Member of the Italian Statistical Society 2021
  • Member of the Classification and Data Analysis Group (CLADAG)
  • Journal reviewer - Journal of the Royal Statistical Society Series C
  • Journal reviewer - Journal of the Royal Statistical Society Series A
  • Journal reviewer - Annals of Applied Statistics
  • External member in an hiring panel for an Assistant Professor in Statistics position at Maynooth University 24/02/2025
  • External member in the Board of Assessors for the Assistant Professor of Agri-Food Systems Data Science post in University College Dublin 25/04/2025
  • Journal reviewer - Journal of the American Statistical Association
  • Journal reviewer - Statistics and Computing
  • Journal reviewer - Network Science