Andrew Zammit Mangion
Citeret af
Citeret af
Methods for analyzing large spatial data: A review and comparison
MJ Heaton, A Datta, A Finley, R Furrer, R Guhaniyogi, F Gerber, ...
arXiv preprint arXiv:1710.05013 22, 2017
Spatio-temporal statistics with R
CK Wikle, A Zammit-Mangion, N Cressie
CRC Press, 2019
Point process modelling of the Afghan War Diary
A Zammit-Mangion, M Dewar, V Kadirkamanathan, G Sanguinetti
Proceedings of the National Academy of Sciences 109 (31), 12414-12419, 2012
Spatial and temporal Antarctic Ice Sheet mass trends, glacio‐isostatic adjustment, and surface processes from a joint inversion of satellite altimeter, gravity, and GPS data
A Martín‐Español, A Zammit‐Mangion, PJ Clarke, T Flament, V Helm, ...
Journal of Geophysical Research: Earth Surface 121 (2), 182-200, 2016
Characterization of uncertainties in atmospheric trace gas inversions using hierarchical Bayesian methods
AL Ganesan, M Rigby, A Zammit-Mangion, AJ Manning, RG Prinn, ...
Atmospheric Chemistry and Physics 14 (8), 3855-3864, 2014
An assessment of forward and inverse GIA solutions for Antarctica
A Martín‐Español, MA King, A Zammit‐Mangion, SB Andrews, P Moore, ...
Journal of Geophysical Research: Solid Earth 121 (9), 6947-6965, 2016
FRK: An R package for spatial and spatio-temporal prediction with large datasets
A Zammit-Mangion, N Cressie
Journal of Statistical Software 98, 1-48, 2021
Deep compositional spatial models
A Zammit-Mangion, TLJ Ng, Q Vu, M Filippone
Journal of the American Statistical Association 117 (540), 1787-1808, 2022
Multivariate spatio‐temporal modelling for assessing Antarctica's present‐day contribution to sea‐level rise
A Zammit‐Mangion, J Rougier, N Schön, F Lindgren, J Bamber
Environmetrics 26 (3), 159-177, 2015
Multivariate spatial covariance models: a conditional approach
N Cressie, A Zammit-Mangion
Biometrika 103 (4), 915-935, 2016
Constraining the mass balance of East Antarctica
A Martin‐Español, JL Bamber, A Zammit‐Mangion
Geophysical Research Letters 44 (9), 4168-4175, 2017
Resolving the Antarctic contribution to sea‐level rise: a hierarchical modelling framework
A Zammit‐Mangion, J Rougier, J Bamber, N Schön
Environmetrics 25 (4), 245-264, 2014
Variational estimation in spatiotemporal systems from continuous and point-process observations
A Zammit-Mangion, G Sanguinetti, V Kadirkamanathan
IEEE Transactions on Signal Processing 60 (7), 3449-3459, 2012
Deep integro-difference equation models for spatio-temporal forecasting
A Zammit-Mangion, CK Wikle
Spatial Statistics 37, 100408, 2020
Online variational inference for state-space models with point-process observations
AZ Mangion, K Yuan, V Kadirkamanathan, M Niranjan, G Sanguinetti
Neural computation 23 (8), 1967-1999, 2011
On statistical approaches to generate Level 3 products from satellite remote sensing retrievals
A Zammit-Mangion, N Cressie, C Shumack
Remote Sensing 10 (1), 155, 2018
Modeling Conflict Dynamics with Spatio-temporal Data
A Zammit-Mangion, M Dewar, V Kadirkamanathan, A Flesken, ...
Springer International Publishing, 2013
Simultaneous solution for mass trends on the West Antarctic Ice Sheet
N Schoen, A Zammit-Mangion, JC Rougier, T Flament, F Rémy, S Luthcke, ...
The Cryosphere 9 (2), 805-819, 2015
Computational aspects of the EM algorithm for spatial econometric models with missing data
T Suesse, A Zammit-Mangion
Journal of Statistical Computation and Simulation 87 (9), 1767-1786, 2017
Sparse approximate inference for spatio-temporal point process models
B Cseke, A Zammit-Mangion, T Heskes, G Sanguinetti
Journal of the American Statistical Association 111 (516), 1746-1763, 2016
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Artikler 1–20