Christopher A. Penfold

Publication Activity (10 Years)

Years Active: 2012-2018
Publications (10 Years): 3

Top Topics

Bayesian Inference

Hyperparameters

Gaussian Process

Top Venues

PLoS Comput. Biol.

Publications

Christopher A. Penfold, Anastasiya Sybirna, John E. Reid, Yun Huang, Lorenz Wernisch, Zoubin Ghahramani, Murray Grant, M. Azim Surani
Branch-recombinant Gaussian processes for analysis of perturbations in biological time series. Bioinform. 34 (17) (2018)
Jing Yang, Christopher A. Penfold, Murray R. Grant, Magnus Rattray
Inferring the perturbation time from biological time course data. Bioinform. 32 (19) (2016)
Christopher A. Penfold, Jonathan B. A. Millar, David L. Wild
Inferring orthologous gene regulatory networks using interspecies data fusion. Bioinform. 31 (12) (2015)
Ying Wang, Christopher A. Penfold, David A. Hodgson, Miriam L. Gifford, Nigel J. Burroughs
Correcting for link loss in causal network inference caused by regulator interference. Bioinform. 30 (19) (2014)
Christopher A. Penfold, Paul E. Brown, Neil D. Lawrence, Alastair S. H. Goldman
Modeling Meiotic Chromosomes Indicates a Size Dependent Contribution of Telomere Clustering and Chromosome Rigidity to Homologue Juxtaposition. PLoS Comput. Biol. 8 (5) (2012)
Christopher A. Penfold, Vicky Buchanan-Wollaston, Katherine J. Denby, David L. Wild
Nonparametric Bayesian inference for perturbed and orthologous gene regulatory networks. Bioinform. 28 (12) (2012)