NETS project

Publications

  • 2024 
    W. Wu, S. C. Olhede and P. J. Wolfe, Tractably modelling dependence in networks beyond exchangeability: Bernoulli, to appear, PDF

    A. Verdeyme and S. C. Olhede, Hybrid of node and link communities for graphon estimation,
    https://arxiv.org/abs/2401.05088 

    A. E. Wegner, S. C. Olhede, Nonparametric inference of higher order interaction patterns in networks, https://arxiv.org/abs/2403.15635

    J. P. Grainger, T. A. Rajala, D. J. Murrell, S. C. Olhede, Spectral estimation for spatial point processes and random fields, https://arxiv.org/abs/2312.10176

    M. L. Battagliola and S. C. Olhede, Flexible and Efficient Simulation of Spatio-Temporal Processes with Advection, https://arxiv.org/abs/2303.02756

  • 2023
    M. Süveges & S. C. Olhede, Networks with correlated edge processes, Journal of the Royal Statistical Society Series A: Statistics in Society, Volume 186, Issue 3, July 2023, Pages 441–462

    A. Skeja & S. C. Olhede, On the entropy of an exchangeable graph, Conference version at ISIT 2023. http://arxiv.org/abs/2302.01856  

    J. S. Martin, D. J. Murrell & S. C. Olhede, Multivariate geometric anisotropic Cox Processes, Scandinavian Journal of Statistics, Volume 50, Issue 3, Pages 1420-1465.
    http://onlinelibrary.wiley.com/doi/full/10.1111/sjos.12640 .

    T. Rajala, S. C. Olhede, J. P. Grainger & D. M. Murrell, What is the Fourier Transform of a Spatial Point Process? IEEE Transactions on Information Theory, Volume 69, Issue 8, Pages 5219-5252.

    10.1109/tit.2023.3269514 .

    M. Rupawala, O. Bucsea, M. Pureza Laudiano-Dray, K. Whitehead, J. Meek, M. Fitzgerald, S. Olhede, L. Jones & L. Fabrizi, A developmental shift in habituation to pain in human neonates, Current Biology 10.1016/j.cub.2023.02.071 Volume 33, Issue 8, Pages 1397-1406.

    J. Grainger, T. A. Rajala, D. J. Murrell and S. C. Olhede, IEEE Signal Processing Letters, Volume 30, Pages 1177-1181. http://ieeexplore.ieee.org/document/10233908   

  • 2022
    A. P. Guillaumin, A. M. Sykulski, S. C. Olhede & F. J. Simons, The debiased spatial Whittle likelihood, Journal of the Royal Statistical Society. Series B: Statistical Methodology, 10.1111/rssb.12539.    10.48550/arxiv.1907.02447
  • S. Chandna, S. C. Olhede and P. J. Wolfe, Local linear graphon estimation using covariates, Biometrika, 10.1093/biomet/asab057

  • 2021
    S. Lunagomez, S. C. Olhede and P. J. Wolfe, Modeling Network Populations via Graph Distances, Journal of the American Statistical Association, Volume 116, Issue 536, Pages 2023-2040.

    A. E. Wegner and S. C. Olhede, Atomic subgraphs and the statistical mechanics of networks, Physical Review E, Volume 103, Issue 4, Pages 042311 https://arxiv.org/abs/2008.10346
    S. Janson & S. Olhede, Can smooth graphons in several dimensions be represented by smooth graphons on $[0,1]$?, Examples and Counterexamples, Vol 1, Iss , Pp 100011, 10.1016/j.exco.2021.100011
  • 2020
    P. A. G. Maugis, S. C. Olhede and P. J. Wolfe, Testing for equivalence of distribution using subgraph counts, Journal of Computational and Graphical Statistics, volume 29, Issue 3, Pages 455-465. http://infoscience.epfl.ch/record/277317?ln=en .
  • 2019
    A. M. Sykulski, S. C. Olhede, A. P. Guillaumin, J. M. Lilly and J. J. Early, The debiased Whittle likelihood, Biometrika, Volume 106, Issue 2, Pages 251-266 http://academic.oup.com/biomet/article/106/2/251/5318578  

    T. Rajala, S. C. Olhede and D. J. Murrell, When do we have the power to detect biological interactions in spatial point patterns? Journal of Ecology, Volume 107, Issue 2, Pages 711-721. http://besjournals.onlinelibrary.wiley.com/doi/full/10.1111/1365-2745.13080

  • 2018
    T. Rajala, D. J. Murrell and S. C. Olhede, Detecting multivariate interactions in spatial point patterns with Gibbs models and variable selection, J. Roy Stat Soc C: Applied Statistics, Volume 67, Issue 5, Pages 1237-1373.

    S. C. Olhede and P. J. Wolfe, The growing ubiquity of algorithms in society: implications, impacts and innovations, Phil Trans Roy Soc A, Volume 376, Issue 2128, Pages 20170364.

  • 2017
    A. P. Guillaumin, A. M. Sykulski, S. C. Olhede, J. M. Lilly and J. J. Early,  Analysis of Non-Stationary Modulated Time Series with Applications to Oceanographic Surface Flor Measurements, J. Time Series Analysis, Volume 38, Issue 5, Pages 668-710.

    J. M. Lilly, A. M. Sykulski, J. J. Early and S. C. Olhede, Fractional Brownian motion, the Matern process, and stochastic modelling of turbulent dispersion, Nonlinear processes in Geophysics, Volume 24, Issue 3, pages 481-514.

    A. M. Sykulski, S. C. Olhede, J. M. Lilly and J. J. Early,

  • 2016