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Matthew Sainsbury-Dale
Matthew Sainsbury-Dale
Verified email at uow.edu.au
Title
Cited by
Cited by
Year
Basis-function models in spatial statistics
N Cressie, M Sainsbury-Dale, A Zammit-Mangion
Annual Review of Statistics and Its Application 9, 373-400, 2022
242022
Likelihood-free parameter estimation with neural Bayes estimators
M Sainsbury-Dale, A Zammit-Mangion, R Huser
The American Statistician 78 (1), 1-14, 2024
18*2024
FRK: Fixed Rank Kriging
A Zammit-Mangion, M Sainsbury-Dale
R package version 2.1.5, 2021
82021
Neural Bayes estimators for censored peaks-over-threshold models
J Richards, M Sainsbury-Dale, A Zammit-Mangion, R Huser
arXiv preprint arXiv:2306.15642, 2023
7*2023
Modeling Big, Heterogeneous, Non-Gaussian Spatial and Spatio-Temporal Data Using FRK
M Sainsbury-Dale, A Zammit-Mangion, N Cressie
Journal of Statistical Software 108, 1-39, 2024
62024
Neural Bayes estimators for irregular spatial data using graph neural networks
M Sainsbury-Dale, J Richards, A Zammit-Mangion, R Huser
arXiv preprint arXiv:2310.02600, 2023
52023
Neural Methods for Amortised Parameter Inference
A Zammit-Mangion, M Sainsbury-Dale, R Huser
arXiv preprint arXiv:2404.12484, 2024
2024
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