Aliverti, E., Mazzuco, S. & Scarpa, B. (2022) Dynamic modelling of mortality via mixtures of skewed distribution functions. Journal of the Royal Statistical Society: Series A, 185: 1030–1048
SMA
When does morbidity start? An analysis of changes in morbidity between 2013 and 2019 in Italy
Andrea Pastore, Stefano Tonellato, Emanuele Aliverti and Stefano Campostrini
Pastore, A., Tonellato, S.F., Aliverti, E. and Campostrini. S. (2022) When does morbidity start? An analysis of changes in morbidity between 2013 and 2019 in Italy. Stat Methods Appl
JCGS
Stratified Stochastic Variational Inference for High-Dimensional Network Factor Model
Aliverti, E. & Russo, M. (2022) Stratified Stochastic Variational Inference for High-Dimensional Network Factor Model, Journal of Computational and Graphical Statistics, 31:2, 502-511
AOAS
Composite mixture of log-linear models with application to psychiatric studies
Aliverti, E. and Dunson, D. B. (2022) "Composite mixture of log-linear models with application to psychiatric studies." Ann. Appl. Stat. 16 (2) 765 - 790
2021
JRSS-A
Removing the influence of group variables in high-dimensional predictive modelling
Emanuele Aliverti, Kristian Lum, James E. Johndrow and David B. Dunson
Journal of the Royal Statistical Society: Series A (Statistics in Society), 2021
Aliverti, E., Lum, K., Johndrow, J.E. and Dunson, D.B. (2021) Removing the influence of group variables in high-dimensional predictive modelling. Journal of the Royal Statistical Society: Series A, 184: 791-811
2020
BIOINF
Projected t-SNE for batch correction
Emanuele Aliverti, Jeffrey L. Tilson, Dayne L. Filer, Benjamin Babcock, Alejandro Colaneri, Jennifer Ocasio, Timothy R. Gershon, Kirk C. Wilhelmsen and David B. Dunson
Emanuele Aliverti, Jeffrey L Tilson, Dayne L Filer, Benjamin Babcock, Alejandro Colaneri, Jennifer Ocasio, Timothy R Gershon, Kirk C Wilhelmsen, David B Dunson (2020) Projected t-SNE for batch correction, Bioinformatics, Volume 36, Issue 11, Pages 3522–3527
2019
SAM
Spatial modeling of brain connectivity data via latent distance models with nodes clustering
Aliverti, E, Durante, D. (2019) Spatial modeling of brain connectivity data via latent distance models with nodes clustering. Stat Anal Data Min: The ASA Data Sci Journal. 12: 185–196