Supervisors: Nigel Burroughs, Christian Eggeling.

Keywords: Bayesian statistics, computational statistics, MCMC, single particle tracking, model selection, diffusion models, stochastic processes.

Check me out on linkedin: uk.linkedin.com/in/PaddySlator

Publications

Slator PJ, Burroughs NJ A Confinement Hidden Markov Model Analysis Identifies Variable Tag-Specific Signatures within Single Particle Trajectories. Submitted.

Slator PJ, Burroughs NJ (in press) Detection of Heterogeneity in Single Particle Tracking Trajectories. BMC Bioinformatics.

Slator PJ, Cairo CW, Burroughs NJ (2015) Detection of Diffusion Heterogeneity in Single Particle Tracking Trajectories Using a Hidden Markov Model with Measurement Noise Propagation. PLoS ONE 10(10): e0140759. doi:10.1371/journal.pone.0140759. [web]

Conference Talks

Detection of Heterogeneity in Single Particle Tracking Trajectories. ISCB Student Council Symposium, July 2015, Dublin, Ireland.

Inferring Switching Diffusion in Noisy Single Particle Tracking Data. CRISM Workshop on Statistical Systems Biology, December 2014, University of Warwick, UK. [website]

Characterising Cell Membrane Heterogeneity through Analysis of Particle Trajectories. ID2 Conference, June 2014, University of Oxford, UK.