https://www.cwi.nl/people/marie-colette-van-lieshout

Expertises

  • Earth and Planetary Sciences

    • Model
    • Summary
  • Mathematics

    • Point Process
    • intensity function λ
    • Kernel Estimator
    • Spatial Point Process
  • Computer Science

    • Functions
    • Models

Organisaties

Nevenwerkzaakheden

  • CWISenior researcher

Publicaties

2024

A Non-Homogeneous Alternating Renewal Process Model for Interval Censoring (2024)Journal of applied probability, 1-22 (E-pub ahead of print/First online). van Lieshout, M. N. M. & Markwitz, R. L.https://doi.org/10.1017/jpr.2024.54Optimal decision rules for marked point process models (2024)Stochastic environmental research and risk assessment, 38(9), 3607-3617. van Lieshout, M.-C.https://doi.org/10.1007/s00477-024-02769-1Exploring Seismic Hazard in the Groningen Gas Field Using Adaptive Kernel Smoothing (2024)Mathematical geosciences, 56, 1185–1206. van Lieshout, M.-C. & Baki, Z.https://doi.org/10.1007/s11004-023-10081-xDiscussion of ‘Marked Spatial Point Processes: Current State and Extensions to Point Processes on Linear Networks’ by Matthias Eckardt and Mehdi Moradi (2024)Journal of Agricultural, Biological, and Environmental Statistics, 29, 395-398. van Lieshout, M.-C.https://doi.org/10.1007/s13253-024-00609-xM.N.M. van Lieshout and C. Lu's contribution to the Discussion of 'the Discussion Meeting on Probabilistic and statistical aspects of machine learning' (2024)Journal of the Royal Statistical Society. Series B: Statistical Methodology, 86(2), 306-307. van Lieshout, M.-C. & Lu, C.https://doi.org/10.1093/jrsssb/qkad150Non‑parametric adaptive bandwidth selection for kernel estimators of spatial intensity functions (2024)Annals of the Institute of Statistical Mathematics, 76, 313–331. van Lieshout, M.-C.https://doi.org/10.1007/s10463-023-00890-6A Cox rate-and-state model for monitoring seismic hazard in the Groningen gas field (2024)[Working paper › Preprint]. ArXiv.org. Baki, Z. & van Lieshout, M. N. M.https://doi.org/10.48550/arXiv.2403.13413On the moments of Cox rate-and-state models (2024)[Working paper › Working paper]. ArXiv.org. Baki, Z. & van Lieshout, M. N. M.A non-homogeneous semi-Markov model for interval censoring (2024)[Working paper › Preprint]. ArXiv.org. van Lieshout, M.-C. & Markwitz, R. L.XGBoostPP: Tree-based Estimation of Point Process Intensity Functions (2024)[Working paper › Preprint]. ArXiv.org. Lu, C., Guan, Y., van Lieshout, M.-C. & Xu, G.https://doi.org/10.48550/arXiv.2401.17966

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