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Augusto Fasano
Augusto Fasano
Assistant Professor (RTD-A) of Statistics
Email verificata su unicatt.it - Home page
Titolo
Citata da
Citata da
Anno
Scalable and accurate variational Bayes for high-dimensional binary regression models
A Fasano, D Durante, G Zanella
Biometrika 109 (4), 901-919, 2022
312022
A class of conjugate priors for multinomial probit models which includes the multivariate normal one
A Fasano, D Durante
Journal of Machine Learning Research 23 (30), 1-16, 2022
262022
A closed-form filter for binary time series
A Fasano, G Rebaudo, D Durante, S Petrone
Statistics and Computing 31 (47), 1-20, 2021
202021
Bayesian conjugacy in probit, tobit, multinomial probit and extensions: A review and new results
N Anceschi, A Fasano, D Durante, G Zanella
Journal of the American Statistical Association 118 (542), 1451-1469, 2023
112023
Host selection and forage ratio in West Nile virus–transmitting Culex mosquitoes: Challenges and knowledge gaps
N Riccetti, A Fasano, F Ferraccioli, J Gomez-Ramirez, ...
PLOS Neglected Tropical Diseases 16 (10), 2022
62022
Variational Inference for the Smoothing Distribution in Dynamic Probit Models
A Fasano, G Rebaudo
Book of short papers - SIS 2021, 1076-1081, 2021
62021
An epidemiological model for mosquito host selection and temperature-dependent transmission of West Nile virus
A Fasano, N Riccetti, A Angelou, J Gomez-Ramirez, F Ferraccioli, ...
Scientific Reports 12, 2022
52022
Demographic characteristics associated with West Nile virus neuroinvasive disease–A retrospective study on the wider European area 2006–2021
N Riccetti, F Ferraccioli, A Fasano, NI Stilianakis
PLOS ONE 18 (9), e0292187, 2023
32023
Efficient expectation propagation for posterior approximation in high-dimensional probit models
A Fasano, N Anceschi, B Franzolini, G Rebaudo
arXiv preprint arXiv:2309.01619, 2023
32023
Bayesian Inference for the Multinomial Probit Model under Gaussian Prior Distribution
A Fasano, G Rebaudo, N Anceschi
Book of short papers - SIS 2022, 871-876, 2022
22022
Effects of climatic and environmental factors on mosquito population inferred from West Nile virus surveillance in Greece
F Ferraccioli, N Riccetti, A Fasano, S Mourelatos, I Kioutsioukis, ...
Scientific Reports 13 (1), 18803, 2023
12023
Marta Catalano, Augusto Fasano, and Giovanni Rebaudo’s contribution to the discussion of ‘Martingale posterior distributions’ by Fong, Holmes and Walker
M Catalano, A Fasano, G Rebaudo
Journal of the Royal Statistical Society Series B: Statistical Methodology …, 2023
2023
Efficient computation of predictive probabilities in probit models via expectation propagation
A Fasano, N Anceschi, B Franzolini, G Rebaudo
arXiv preprint arXiv:2309.01630, 2023
2023
Demographic characteristics associated with West Nile virus neuroinvasive disease–A retrospective study on the wider European area 2006–2021
R Nicola, F Federico, A Fasano, I Stilianakis Nikolaos
PLOS ONE 18 (9), N/A-N/A, 2023
2023
Bayesian forecasting of multivariate longitudinal zero-inflated counts: an application to civil conflict
B Franzolini, L Bondi, A Fasano, G Rebaudo
Book of Short Papers-CLADAG 2023, 465-468, 2023
2023
A discussion on:“Evaluating sensitivity to the stick-breaking prior in Bayesian nonparametrics” by Giordano, R., Liu, R., Jordan MI and Broderick T.
G Rebaudo, A Fasano, B Franzolini, P Müller
Bayesian Analysis 18 (1), 345-347, 2023
2023
Expectation propagation for the smoothing distribution in dynamic probit
N Anceschi, A Fasano, G Rebaudo
International Conference on Bayesian Statistics in Action, 105-115, 2022
2022
Advances in Bayesian Inference for Binary and Categorical Data
A Fasano
Università Bocconi, 2021
2021
JRC Science Summit
A SALTELLI, E CATTANEO, GT DE, T EFTHIMIADIS, G FONTARAS, ...
Supplementary Materials for “Bayesian Conjugacy in Probit, Tobit, Multinomial Probit and Extensions: A Review and New Results
N Anceschi, A Fasano, D Durante, G Zanella
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