2019

Cockayne, Jon, Oates, Chris J., Sullivan, T. J. and Girolami, Mark (2019) Bayesian probabilistic numerical methods. SIAM Review, 61 (4). pp. 756-789. doi:10.1137/17M1139357

Oates, Chris J., Cockayne, Jon, Briol, François-Xavier and Girolami, Mark (2019) Convergence rates for a class of estimators based on Stein’s method. Bernoulli, 25 (2). pp. 1141-1159. doi:10.3150/17-BEJ1016

2017

Cockayne, Jon, Oates, Chris J., Sullivan, T. J. and Girolami, Mark (2017) Probabilistic numerical methods for PDE-constrained Bayesian inverse problems. In: 36th International Workshop on Bayesian Inference and Maximum Entropy Methods in Science and Engineering, Ghent, Belgium, 10-15 Jul 2016. Published in: AIP Conference Proceedings, 1853 (1). ISSN 0094-243X. doi:10.1063/1.4985359

2016

Harjanto, D., Papamarkou, Theodore, Oates, Chris J., Rayon-Estrada, V., Papavasiliou, F. N. and Papavasiliou, Anastasia (2016) RNA editing generates cellular subsets with diverse sequence within populations. Nature Communications, 7 . 12145 . doi:10.1038/ncomms12145

Oates, Chris J., Smith, J. Q., Mukherjee, Sach and Cussens, James (2016) Exact estimation of multiple directed acyclic graphs. Statistics and Computing, 26 . pp. 797-811. doi:10.1007/s11222-015-9570-9

2015

Oates, Chris J., Costa, Liliana M. and Nichols, Thomas E. (2015) Toward a multisubject analysis of neural connectivity. Neural Computation, 27 (1). pp. 151-170. doi:10.1162/NECO_a_00690

2014

Oates, Chris J., Amos, Richard and Spencer, Simon E. F. (2014) Quantifying the multi-scale performance of network inference algorithms. Statistical Applications in Genetics and Molecular Biology, Volume 13 (Number 5). pp. 611-631. doi:10.1515/sagmb-2014-0012

Oates, Chris J., Dondelinger, Frank, Bayani, Nora, Korkola, James, Gray, Joe W. and Mukherjee, Sach (2014) Causal network inference using biochemical kinetics. Bioinformatics, Volume 30 (Number 17). i468-i474. doi:10.1093/bioinformatics/btu452

Casale, Francesco Paolo, Giurato, Giorgio, Nassa, Giovanni, Armond, Jonathan W., Oates, Chris J., Corá, Davide, Gamba, Andrea, Mukherjee, Sach, Weisz, Alessandro and Nicodemi, Mario (2014) Single-cell states in the estrogen response of breast cancer cell lines. PLoS ONE , 9 (2). Article number e88485. doi:10.1371/journal.pone.0088485

Armond, Jonathan W., Saha, Krishanu, Rana, Anas A., Oates, Chris J., Jaenisch, Rudolf, Nicodemi, Mario and Mukherjee, Sach (2014) A stochastic model dissects cell states in biological transition processes. Scientific Reports, Volume 4 . Article number 3692. doi:10.1038/srep03692

2013

Oates, Chris J. (2013) Bayesian inference for protein signalling networks. PhD thesis, University of Warwick.

2012

Oates, Chris J. and Mukherjee, Sach (2012) Network inference and biological dynamics. Annals of Applied Statistics, Vol.6 (No.3). pp. 1209-1235. doi:10.1214/11-AOAS532

Oates, Chris J., Hennessy, B. T., Lu, Y., Mills, G. B. and Mukherjee, Sach (2012) Network inference using steady-state data and Goldbeter-koshland kinetics. Bioinformatics, Vol.28 (No.18). pp. 2342-2348. doi:10.1093/bioinformatics/bts459