Cecilia Balocchi


Lecturer in Statistics


Curriculum vitae


cecilia dot balocchi at ed dot ac dot uk


School of Mathematics


University of Edinburgh



Publications



Papers and preprint


Bayesian nonparametric inference for “species-sampling” problems.


Cecilia Balocchi, Stefano Favaro, Zacharie Naulet


arXiv: Statistical Theory, 2022


A Bayesian Nonparametric Approach to Species Sampling Problems with Ordering


Cecilia Balocchi, Federico Camerlenghi, Stefano Favaro


arXiv: Methodology, 2022


Clustering Areal Units at Multiple Levels of Resolution to Model Crime Incidence in Philadelphia.


Cecilia Balocchi, Ed I. George, Shane T. Jensen


arXiv: Methodology, 2021


A Bayesian Hierarchical Modeling Framework for Geospatial Analysis of Adverse Pregnancy Outcomes


Cecilia Balocchi, Ray Bai, Jessica Liu, Silvia P. Canelón, Edward I. George, Yong Chen, Mary R. Boland


arXiv: Applications, 2021 Apr 11


VCBART: Bayesian trees for varying coefficients


Sameer K. Deshpande, Ray Bai, Cecilia Balocchi, Jennifer E. Starling, Jordan Weiss


arXiv: Methodology, 2020 Feb 13


Spatial modeling of trends in crime over time in Philadelphia


Cecilia Balocchi, Shane T. Jensen


The Annals of Applied Statistics, vol. 13(4), 2019 Nov 1, pp. 2235-2259


Crime in Philadelphia: Bayesian Clustering with Particle Optimization


Cecilia Balocchi, Sameer K. Deshpande, Edward I. George, Shane T. Jensen


arXiv: Applications, 2019 Oct 30


Conference papers


Association of Neighborhood-Level Factors and COVID-19 Infection Patterns in Philadelphia Using Spatial Regression


Mary Regina Boland, Jessica Liu, Cecilia Balocchi, Jessica Meeker, Ray Bai, Ian Mellis, Danielle L Mowery, Daniel Herman


American Medical Informatics Association Annual Symposium, vol. 2021, 2021 1, pp. 545-554


Work in progress


Development, validation and use of imputed data in precision medicine.


Cecilia Balocchi, Massimiliano Russo, Stefano Favaro, Steffen Ventz, Lorenzo Trippa



Dissertation


Bayesian Nonparametric Analysis of Spatial Variation with Discontinuities


Cecilia Balocchi


University of Pennsylvania, 2020

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