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This paper establishes a general framework for Bayesian model-based clustering, in which subset labels are exchangeable, and items are also exchangeable, possibly up to covariate effects. It is richâ€¦ (More)

- John W. Lau, Mike K. P. So
- Computational Statistics & Data Analysis
- 2008

- Dominik Wodarz, Andrew Hofacre, John W. Lau, Zhiying Sun, Hung Fan, Natalia L. Komarova
- PLoS Computational Biology
- 2012

Oncolytic viruses replicate selectively in tumor cells and can serve as targeted treatment agents. While promising results have been observed in clinical trials, consistent success of therapy remainsâ€¦ (More)

- Man-Wai Ho, John W. Lau
- 2006

Pitman (1999) describes a duality relationship between fragmentation and coagulation operators. An explicit relationship is described for the two-parameter Poisson-Dirichlet laws, say PD(a, b), withâ€¦ (More)

We propose a model for valuing participating life insurance products under a generalized jumpdiffusion model with a Markov-switching compensator. It also nests a number of important and popularâ€¦ (More)

- Dominik Wodarz, Zhiying Sun, John W. Lau, Natalia L. Komarova
- The American naturalist
- 2013

Spatial interactions are known to promote stability and persistence in enemy-victim interactions if instability and extinction occur in well-mixed settings. We investigate the effect of spatialâ€¦ (More)

- John W. Lau, Mike K. P. So
- Statistics and Computing
- 2011

This article generalizes the Monte Carlo Markov Chain (MCMC) algorithm, based on the Gibbs weighted Chinese restaurant (gWCR) process algorithm, for a class of kernel mixture of time series modelsâ€¦ (More)

We introduce a class of Bayesian infinite mixture models first introduced by Lo (1984) to determine the credibility premium for a non-homogeneous insurance portfolio. The Bayesian infinite mixtureâ€¦ (More)

- J. Phillips, Ed Cripps, John W. Lau
- 2015

The era of big data has resulted in an explosion of condition monitoring information. The result is an increasing motivation to automate the costly and time consuming human elements involved in theâ€¦ (More)

- John W. Lau, David N. L. Levy, Dominik Wodarz
- Journal of theoretical biology
- 2015

Recent experimental data indicate that HIV-1 DNA that fails to integrate (from now on called uDNA) can by itself successfully produce infectious offspring virions in resting T cells that becomeâ€¦ (More)