Highly scalable Bayesian geostatistical modeling via meshed Gaussian processes on partitioned domains M Peruzzi, S Banerjee, AO Finley Journal of the American Statistical Association 117 (538), 969-982, 2022 | 59 | 2022 |
State-of-the-art methods for exposure-health studies: results from the exposome data challenge event L Maitre, JB Guimbaud, C Warembourg, N Güil-Oumrait, PM Petrone, ... Environment international 168, 107422, 2022 | 58 | 2022 |
When and how to support renewables?—Letting the data speak G Zachmann, A Serwaah-Panin, M Peruzzi Green energy and efficiency: an economic perspective, 291-332, 2014 | 46 | 2014 |
Accelerating economic growth: The science beneath the art M Peruzzi, A Terzi Economic Modelling 103, 105593, 2021 | 24* | 2021 |
Remerge: regression-based record linkage with an application to PATSTAT M Peruzzi, G Zachmann, R Veugelers Bruegel Working Paper, 2014 | 19 | 2014 |
Alla ricerca della felicitą: Gay su Grindr, tra sesso e solitudine M Bacio, M Peruzzi Mondadori, 2017 | 17 | 2017 |
Spatial multivariate trees for big data Bayesian regression M Peruzzi, DB Dunson Journal of Machine Learning Research 23 (17), 1-40, 2022 | 12 | 2022 |
Spatial meshing for general Bayesian multivariate models M Peruzzi, DB Dunson J. Mach. Learn. Res 25, 1-49, 2024 | 9 | 2024 |
Grid-Parametrize-Split (GriPS) for improved scalable inference in spatial big data analysis M Peruzzi, S Banerjee, DB Dunson, AO Finley arXiv preprint arXiv:2101.03579, 2021 | 9 | 2021 |
Radial neighbours for provably accurate scalable approximations of Gaussian processes Y Zhu, M Peruzzi, C Li, DB Dunson Biometrika, asae029, 2024 | 7 | 2024 |
Bag of DAGs: Inferring directional dependence in spatiotemporal processes B Jin, M Peruzzi, D Dunson Bayesian Analysis 1 (1), 1-22, 2024 | 6 | 2024 |
Bayesian modular and multiscale regression M Peruzzi, DB Dunson arXiv preprint arXiv:1809.05935, 2018 | 5 | 2018 |
A novel model to accurately predict continental-scale timing of forest green-up N Neupane, M Peruzzi, A Arab, SJ Mayor, JC Withey, L Ries, AO Finley International Journal of Applied Earth Observation and Geoinformation 108 …, 2022 | 3 | 2022 |
Georgia’s economic specialisation: Present and future G Zachmann, D Saha, M Peruzzi German Economic Team Georgia Policy Paper Series [PP/01/2015]. GET Georgia …, 2015 | 2 | 2015 |
Inside-out cross-covariance for spatial multivariate data M Peruzzi arXiv preprint arXiv:2412.12407, 2024 | | 2024 |
Fast Divide-and-Conquer Strategies to Solve Spatial Big Data Problems M Peruzzi Preface XIX 1 Plenary Sessions, 337, 2021 | | 2021 |
Bayesian modular approaches for regression M Peruzzi Universitą Bocconi, 2019 | | 2019 |