Isabella Gollini
Assistant Professor In Statistics
Dublin, Dublin 1, Ireland
Summary
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Senior🎓
Top SchoolIsabella Gollini is an applied statistician and Assistant Professor in Statistics at University College Dublin with 11 years of experience developing and applying novel statistical methods across environmental, spatial and networked-data problems. Her work bridges theory and practice—from Bayesian uncertainty quantification for natural hazards at the University of Bristol to geographically weighted regression and an R package (GWmodel) for exploring spatial heterogeneity developed during a research fellowship in Maynooth. She has a strong interdisciplinary track record collaborating with engineers, geographers and computer scientists to deliver actionable insights in social, health and environmental sciences. During her PhD she created latent variable models for visualizing and clustering complex categorical networks, a skill she continues to leverage in cross-domain projects. Based in Dublin and educated in Italy, France and Ireland, she combines international academic training with hands-on software development for reproducible spatial analysis. Colleagues value her ability to translate complex methodology into practical tools and workshops that broaden uptake beyond statistics specialists.
11 years of coding experience
2 years of employment as a software developer
BSc, Mathematical Statistics, BSc, Mathematical Statistics at Università degli Studi di Genova / University of GenoaPhD, Statistics, PhD, Statistics at University College DublinMSc, Statistics, MSc, Statistics at Università di Bologna / University of BolognaBSc, Computational Statistics, BSc, Computational Statistics at Université de Nice-Sophia Antipolis
English, Italian, French
Stackoverflow
1reputation
0reached
0answers
0questions
Github Skills (6)
r8
rstudio8
pytorch6
deep-learning6
machine-learning6
java1
Programming languages (2)
Github contributions (5)
igollini/lvm4net
Dec 2014 - Jun 2019
lvm4net Latent Variable Models for Networks
Contributions:25 commits, 12 pushes, 1 issue in 4 years 6 months
pytorchdeep-learningmachine-learninglatent-variable-modelslatent
cran/lvm4net
Jul 2014 - Jun 2019
Contributions:4 commits in 5 years
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