Matthew Ludkin

Senior Research Associate

Profile

After recently completing the MRes year, I have begun work on my PhD. This involves determining if a network has changed in structure through time. To begin with, I will study different methods to model network structure with a view to adapting these to account for time. The supervisors of this project are Professor Idris Eckley and Dr Peter Neal and in partnership with Ralph Mansson at DSTL.

Homepage: http://www.lancaster.ac.uk/pg/ludkinm/

Dynamic stochastic block models: Parameter estimation and detection of changes in community structure
Ludkin, M., Neal, P.J., Eckley, I.A. 2/11/2017 In: Statistics and Computing. 13 p.
Journal article

The autoregressive stochastic block model with changes in structure
Ludkin, M.R. 2017 Lancaster University. 179 p.
Doctoral Thesis

  • Changepoints and Time Series
  • Modelling and Inference
  • STOR-i Centre for Doctoral Training

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