Dr Arthur P. Guillaumin
Lecturer in Mathematical Data Science
School of Mathematical Sciences
Queen Mary University of London
Research
random fields, quasi likelihood, time series, probabilistic neural networks, whittle likelihood
Publications
Publications of specific relevance to the Centre for Probability, Statistics and Data Science
2022
The Debiased Spatial Whittle LikelihoodGuillaumin A, Sykulski AM, Olhede SC and Simons FJ
Journal of The Royal Statistical Society: Series B,
Royal Statistical Society 20-07-2022 2021
Stochastic‐Deep Learning Parameterization of Ocean Momentum ForcingGuillaumin AP and Zanna L
Journal of Advances in Modeling Earth Systems,
American Geophysical Union (Agu) vol. 13 (9)
01-09-2021 2019
The debiased Whittle likelihoodSykulski AM, Olhede SC,
Guillaumin AP, Lilly JM and Early JJ
Biometrika,
Oxford University Press (Oup) vol. 106 (2), 251-266.
13-02-2019 2017
Analysis of Non‐Stationary Modulated Time Series with Applications to Oceanographic Surface Flow MeasurementsGuillaumin AP, Sykulski AM, Olhede SC, Early JJ and Lilly JM
Journal of Time Series Analysis,
Wiley vol. 38 (5), 668-710.
26-07-2017
