231 citations · 253 across the 5 of their papers we have counts for
5 papers
A Review of Stochastic Block Models and Extensions for Graph Clustering
Clement Lee, Darren J Wilkinson
There have been rapid developments in model-based clustering of graphs, also known as block modelling, over the last ten years or so. We review different approaches and extensions…
A Social Network Analysis of Articles on Social Network Analysis
Clement Lee, Darren J Wilkinson
A collection of articles on the statistical modelling and inference of social networks is analysed in a network fashion. The references of these articles are used to construct a ci…
A hierarchical model of non-homogeneous Poisson processes for Twitter retweets
Clement Lee, Darren J Wilkinson
We present a hierarchical model of non-homogeneous Poisson processes (NHPP) for information diffusion on online social media, in particular Twitter retweets. The retweets of each o…
A Network Epidemic Model for Online Community Commissioning Data
Clement Lee, Andrew Garbett, Darren J. Wilkinson
A statistical model assuming a preferential attachment network, which is generated by adding nodes sequentially according to a few simple rules, usually describes real-life network…
Optimal scaling of the independence sampler: Theory and Practice
Peter Neal, Clement Lee
The independence sampler is one of the most commonly used MCMC algorithms usually as a component of a Metropolis-within-Gibbs algorithm. The common focus for the independence sampl…