Marie-Colette van Lieshout was educated at Free University and CWI Amsterdam. She started her career as lecturer at the University of Warwick before moving back to CWI as senior researcher. She also holds a chair in spatial stochastics at the University of Twente. She has published around 60 scientific papers and 5 books in stochastic geometry, spatial statistics and image analysis. Her research concerns the modelling and analysis of complicated geometrical structures such as point and object processes, random fields and tessellation models. Van Lieshout is an elected member of the ISI (International Statistical Institute). She is a board member of the council of the Bernoulli Society and the STAR research cluster, and was a member of the editorial boards of several journals, including Bernoulli and Methodology and Computing in Applied Probability, as well as of the KWG.
# Earthquake # Infill Asymptotics # Intensity Function # Kernel Estimator # Point Process # Spatio-Temporal Process
Business & Economics
# Kernel Estimator # Point Process
Lu, C. , van Lieshout, M-C. , de Graaf, M., & Visscher, P. (2023). Data-driven chimney fire risk prediction using machine learning and point process tools. Annals of applied statistics, 17(4), 3088-3111. Advance online publication. https://doi.org/10.1214/23-AOAS1752
van Lieshout, M-C. (2023). Optimal decision rules for marked point process models. (pp. 1-14). ArXiv.org. https://arxiv.org/abs/2309.03752
van Lieshout, M-C., & Baki, Z. (2023). Exploring Seismic Hazard in the Groningen Gas Field Using Adaptive Kernel Smoothing. Mathematical geosciences. Advance online publication. https://doi.org/10.1007/s11004-023-10081-x
van Lieshout, M-C., & Baki, Z. (2022). Exploring seismic hazard in the Groningen gas field using adaptive kernel smoothing and inhomogeneous summary statistics. (pp. 1-20). ArXiv.org. https://doi.org/10.48550/arXiv.2209.02386
Baki, Z. , & van Lieshout, M-C. (2022). The influence of gas production on seismicity in the Groningen field. In METMA X: Proceedings of the 10th International Workshop on Spatio-Temporal Modelling (pp. 163-167). Universitat de Lleida. http://www.metma-x.udl.cat/proceedings
Goseling, J. , & van Lieshout, M-C. (2022). J. Goseling and M.N.M. van Lieshout's contribution to the Discussion of ‘Gaussian Differential Privacy’ by Dong et al. Journal of the Royal Statistical Society. Series B: Statistical Methodology, 84(1), 46-47. https://doi.org/10.1111/rssb.12460
de Jongh, M. , & van Lieshout, M-C. (2022). Testing biodiversity using inhomogeneous summary statistics and global envelope tests. Spatial statistics, 50(August), Article 100607. Advance online publication. https://doi.org/10.1016/j.spasta.2022.100607
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Courses Academic Year 2023/2024
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