Dr Arthur P. Guillaumin
Lecturer in Mathematical Data Science
School of Mathematical Sciences
Queen Mary University of London
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 Science2022
Guillaumin A, Sykulski AM, Olhede SC and Simons FJ (2022). The Debiased Spatial Whittle Likelihood. Journal of the Royal Statistical Society: Series B, Royal Statistical Society 20-07-2022
2021
Guillaumin AP and Zanna L (2021). Stochastic‐Deep Learning Parameterization of Ocean Momentum Forcing. Journal of Advances in Modeling Earth Systems, American Geophysical Union (AGU) vol. 13 (9) 01-09-2021
2019
Sykulski AM, Olhede SC, Guillaumin AP, Lilly JM and Early JJ (2019). The debiased Whittle likelihood. Biometrika, Oxford University Press (OUP) vol. 106 (2), 251-266. 13-02-2019
2017
Guillaumin AP, Sykulski AM, Olhede SC, Early JJ and Lilly JM (2017). Analysis of Non‐Stationary Modulated Time Series with Applications to Oceanographic Surface Flow Measurements. Journal of Time Series Analysis, Wiley vol. 38 (5), 668-710. 26-07-2017