← All authors Alessandra Guglielmi Politecnico di Milano (from arXiv:2209.05767, 2022) · ORCID · OpenAlex
46 papers in scope · 45 published · 1 on the econ.EM arXiv · 637 citations · h-index 13 (over the papers listed here)
Papers (1 of 46)
Bayesian Nonparametric Boundary Detection for Multiple Areal Data
published 2026 · Bayesian Analysis
with Matteo Gianella, Mario Beraha
Discrete Bayesian Optimization via Machine Learning
published 2025 · Performance Evaluation · 4 citations
with Roberto Sala, Bruno Guindani, Danilo Ardagna
Bayesian mixture models with repulsive and attractive atoms
published 2025 · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 2 citations · first circulated 2023
with Mario Beraha, Raffaele Argiento, Federico Camerlenghi
BayesMix : Bayesian Mixture Models in C++
published 2025 · Journal of Statistical Software · 3 citations · first circulated 2022
with Mario Beraha, Bruno Guindani, Matteo Gianella
Bayesian clustering of high-dimensional data via latent repulsive mixtures
published 2024 · Biometrika · 4 citations · first circulated 2023
with Lorenzo Ghilotti, Mario Beraha
The multivariate Bernoulli detector: change point estimation in discrete survival analysis
published 2024 · Biometrics · 2 citations · first circulated 2023
with Willem van den Boom, Maria De Iorio, Fang Qian
Clustering blood donors via mixtures of product partition models with covariates
published 2024 · Biometrics · 3 citations · first circulated 2022
with Raffaele Argiento, Riccardo Corradin, Ettore Lanzarone
Bayesian Optimization for Cloud Resource Management Through Machine Learning
published 2024 · Springer proceedings in mathematics & statistics
with Bruno Guindani, Danilo Ardagna
Childhood obesity in Singapore: A Bayesian nonparametric approach
published 2023 · Statistical Modelling · 6 citations
with Mario Beraha, Fernando A. Quintana, Maria De Iorio, Johan G. Eriksson, Fabian Yap
Bayesian functional emulation of CO 2 emissions on future climate change scenarios
published 2023 · Environmetrics · 3 citations
Gender inequalities at work in Southern Europe
published 2023 · METRON · 4 citations · first circulated 2022
with Yijun Ren, Lara Maestripieri
Bayesian modeling and clustering for spatio-temporal areal data: An application to Italian unemployment
published 2022 · Spatial Statistics · 9 citations
working paper 2022 · arXiv
MCMC Computations for Bayesian Mixture Models Using Repulsive Point Processes
published 2021 · Journal of Computational and Graphical Statistics · 19 citations · first circulated 2020
with Mario Beraha, Raffaele Argiento, Jesper Möller, Jesper Møller
Spatially dependent mixture models via the logistic multivariate CAR prior
published 2021 · Spatial Statistics · 5 citations · first circulated 2020
with Mario Beraha, M. Pegoraro, Riccardo Peli
The Semi-Hierarchical Dirichlet Process and Its Application to Clustering Homogeneous Distributions
published 2021 · Bayesian Analysis · 3 citations
with Mario Beraha, Fernando A. Quintana
Bayesian spatio-temporal modelling and prediction of areal demands for ambulance services
published 2020 · IMA Journal of Management Mathematics · 11 citations
with Vittorio Nicoletta, Ángel Ruiz, Válerie Bélanger, Ettore Lanzarone
Bayesian Autoregressive Frailty Models for Inference in Recurrent Events
published 2019 · The International Journal of Biostatistics · 4 citations
with Marta Tallarita, Maria De Iorio, James Malone-Lee
Tumour infiltrating lymphocytes and immune-related genes as predictors of outcome in pancreatic adenocarcinoma
published 2019 · PLoS ONE · 41 citations
with Alberto D’Angelo, Navid Sobhani, Giandomenico Roviello, Stefan Bagby, Deborah Bonazza, Cristina Bottin, Fabiola Giudici, Fabrizio Zanconati, Nicolò de Manzini, Daniele Generali
Determinantal Point Process Mixtures Via Spectral Density Approach
published 2019 · Bayesian Analysis · 1 citations
with Ilaria Bianchini, Fernando A. Quintana
Joint modeling of recurrent events and survival: a Bayesian non-parametric approach
published 2018 · Biostatistics · 19 citations
with Giorgio Paulon, Maria De Iorio, Francesca Ieva
A Bayesian Model for Describing and Predicting the Stochastic Demand of Emergency Calls
published 2017 · Springer proceedings in mathematics & statistics · 8 citations
with Vittorio Nicoletta, Ettore Lanzarone, Válerie Bélanger, Ángel Ruiz
A semiparametric Bayesian joint model for multiple mixed-type outcomes: an application to acute myocardial infarction
published 2016 · Advances in Data Analysis and Classification · 3 citations
with Francesca Ieva, Anna Maria Paganoni, Fernardo A. Quintana
Bayesian joint modelling of the health profile and demand of home care patients
published 2016 · IMA Journal of Management Mathematics · 9 citations
with Raffaele Argiento, Ettore Lanzarone, Inad Nawajah
Posterior sampling from $\varepsilon$-approximation of normalized completely random measure mixtures
published 2016 · Electronic Journal of Statistics · 16 citations
with Raffaele Argiento, Ilaria Bianchini
A blocked Gibbs sampler for NGG-mixture models via a priori truncation
published 2015 · Statistics and Computing · 20 citations
with Raffaele Argiento, Ilaria Bianchini
A Bayesian framework for describing and predicting the stochastic demand of home care patients
published 2014 · Flexible Services and Manufacturing Journal · 20 citations
with Raffaele Argiento, Ettore Lanzarone, Inad Nawajah
A “Density-Based” Algorithm for Cluster Analysis Using Species Sampling Gaussian Mixture Models
published 2013 · Journal of Computational and Graphical Statistics · 22 citations
with Raffaele Argiento, Andrea Cremaschi
Bayesian Analysis and Prediction of Patients’ Demands for Visits in Home Care
published 2013 · Springer proceedings in mathematics & statistics · 1 citations
with Raffaele Argiento, Ettore Lanzarone, Inad Nawajah
A Semiparametric Bayesian Multivariate Model for Survival Probabilities After Acute Myocardial Infarction
published 2013 · Springer proceedings in mathematics & statistics
with Elena Prandoni, Francesca Ieva, Anna Maria Paganoni
Analysis of Hospitalizations of Patients Affected by Chronic Heart Disease
published 2013 · Springer proceedings in mathematics & statistics
with Alice Parodi, Francesca Ieva, Raffaele Argiento
Estimation, prediction and interpretation of NGG random effects models: an application to Kevlar fibre failure times
published 2013 · Statistical Papers · 3 citations
with Raffaele Argiento, Antonio Pievatolo
A Simple Class of Bayesian Nonparametric Autoregression Models
published 2013 · Bayesian Analysis · 37 citations
with Maria Anna Di Lucca, Peter Müller, Fernando A. Quintana
A semiparametric Bayesian generalized linear mixed model for the reliability of Kevlar fibers
published 2012 · Applied Stochastic Models in Business and Industry · 4 citations
with Raffaele Argiento, Jacopo Soriano
A class of measure-valued Markov chains and Bayesian nonparametrics
published 2012 · Bernoulli · 6 citations
with Stefano Favaro, Stephen G. Walker
Bayesian first order auto-regressive latent variable models for multiple binary sequences
published 2011 · Statistical Modelling · 8 citations
with Federica Giardina, Fernando A. Quintana, Fabrizio Ruggeri
Bayesian density estimation and model selection using nonparametric hierarchical mixtures
published 2009 · Computational Statistics & Data Analysis · 41 citations
with Raffaele Argiento, Antonio Pievatolo
A comparison of nonparametric priors in hierarchical mixture modelling for AFT regression
published 2009 · Journal of Statistical Planning and Inference · 11 citations
with Raffaele Argiento, Antonio Pievatolo
Generalized Moment Theory and Bayesian Robustness Analysis for Hierarchical Mixture Models
published 2006 · Annals of the Institute of Statistical Mathematics · 11 citations
with Bruno Betrò, Antonella Bodini
A stochastic equation for the law of the random Dirichlet variance
published 2005 · Statistics & Probability Letters · 11 citations
with Ilenia Epifani, Eugenio Melilli
Theory and numerical analysis for exact distributions of functionals of a Dirichlet process
published 2002 · The Annals of Statistics · 74 citations
with Eugenio Regazzini, Giulia Di Nunno
Perfect Simulation Involving Functionals of a Dirichlet Process
published 2002 · Journal of Computational and Graphical Statistics · 19 citations
with Chris Holmes, Stephen G. Walker
Markov Chain Monte Carlo Estimation of the Law of the Mean of a Dirichlet Process
published 2001 · Bernoulli · 28 citations
with Richard L. Tweedie
Bayesian and Conditional Frequentist Testing of a Parametric Model Versus Nonparametric Alternatives
published 2001 · Journal of the American Statistical Association · 137 citations
with James O. Berger
Approximating de Finetti's measures for partially exchangeable sequences
published 2000 · Statistics & Probability Letters · 1 citations
with Eugenio Melilli
A simple procedure calculating the generalized Stieltjes transform of the mean of a Dirichlet process
published 1998 · Statistics & Probability Letters · 4 citations
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