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Markus Hainy
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Likelihood-free simulation-based optimal design with an application to spatial extremes
M Hainy, WG Müller, H Wagner
Stochastic Environmental Research and Risk Assessment 30, 481-492, 2016
242016
Sequential experimental design for predator–prey functional response experiments
H Moffat, M Hainy, NE Papanikolaou, C Drovandi
Journal of The Royal Society Interface 17 (166), 20200156, 2020
182020
Learning functions and approximate Bayesian computation design: ABCD
M Hainy, WG Müller, HP Wynn
Entropy 16 (8), 4353-4374, 2014
142014
Approximate Bayesian computation design (ABCD), an introduction
M Hainy, WG Müller, HP Wynn
mODa 10–Advances in Model-Oriented Design and Analysis: Proceedings of the …, 2013
132013
ABC model selection for spatial extremes models applied to South Australian maximum temperature data
XJ Lee, M Hainy, JP McKeone, CC Drovandi, AN Pettitt
Computational statistics & data analysis 128, 128-144, 2018
122018
Likelihood-free extensions for Bayesian sequentially designed experiments
M Hainy, CC Drovandi, JM McGree
mODa 11-Advances in Model-Oriented Design and Analysis: Proceedings of the …, 2016
122016
Optimal Bayesian design for model discrimination via classification
M Hainy, DJ Price, O Restif, C Drovandi
Statistics and Computing 32 (2), 25, 2022
92022
Likelihood-free simulation-based optimal design
M Hainy, WG Müller, H Wagner
arXiv preprint arXiv:1305.4273, 2013
92013
Likelihood-free simulation-based optimal design: An introduction
M Hainy, WG Müller, H Wagner
Topics in Statistical Simulation: Research Papers from the 7th International …, 2014
72014
A convex approach to optimum design of experiments with correlated observations
A Pázman, M Hainy, WG Müller
Electronic Journal of Statistics 16 (2), 5659-5691, 2022
32022
Discrimination between Gaussian process models: active learning and static constructions
E Yousefi, L Pronzato, M Hainy, WG Müller, HP Wynn
Statistical Papers 64 (4), 1275-1304, 2023
12023
Active Discrimination Learning for Gaussian Process Models
E Yousefi, L Pronzato, M Hainy, WG Müller, HP Wynn
arXiv preprint arXiv:2211.11624, 2022
2022
ABC model selection for spatial max-stable models ap-plied to South Australian maximum temperature data
XJ Lee, M Hainy, JP McKeone, CC Drovandi, AN Pettitt
arXiv 1710, 2017
2017
Simulation-based optimal experimental design for models with intractable likelihoods using likelihood-free methods
ML Hainy
Linz, 2015
2015
IFAS Research Paper Series 2013-64
M Hainy, WG Muller, H Wagner
arXiv preprint arXiv:1305.4273, 2013
2013
Online resource 1 for “Likelihood-free simulation-based optimal design with an application to spatial extremes”
M Hainy, WG Müller, H Wagner
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