I'm a Harrison Early Career Assistant Professor at the Statistics Department at Warwick. My research interests include Monte Carlo methods, statistical inference from stochastic processes and in settings with intractable likelihood, Bayesian nonparametric statistics, coalescent processes, and mathematical population genetics.
In 2018/19 I am teaching ST341/ST418 Statistical Genetics.
- J Koskela and M Wilke Berenguer. Robust model selection between population growth and multiple merger coalescents. [arXiv] [GitHub]
- J Koskela, P A Jenkins, A M Johansen, and D Spanò. Asymptotic genealogies of interacting particle systems with an application to sequential Monte Carlo. [arXiv]
- J Koskela, D Spanò, and P A Jenkins. Consistency of Bayesian nonparametric inference for discretely observed jump diffusions. To appear in Bernoulli [arXiv] [WRAP]
- J Koskela. Multi-locus data distinguishes between population growth and multiple merger coalescents. Statistical Applications in Genetics and Molecular Biology 17(3):20170011, 2018 [SAGMB] [arXiv] [WRAP] [GitHub]
- J Koskela, P A Jenkins, and D Spanò. Bayesian nonparametric inference for Λ-coalescents: posterior consistency and a parametric method. Bernoulli 24(3):2122-2153, 2018 [Bernoulli] [arXiv] [WRAP]
- J Koskela, D Spanò, and P A Jenkins. Inference and rare event simulation for stopped Markov processes via reverse-time sequential Monte Carlo. Statistics and Computing 28(1):131-144, 2018 [S&C] [arXiv] [WRAP]
- J Koskela, P A Jenkins, and D Spanò. Computational inference beyond Kingman's coalescent. Journal of Applied Probability 52(2):519-537, 2015 [JAP] [arXiv] [WRAP]
- EPSRC New Investigator Award EP/R044732/1 (£100k).
- Co-PI, DFG SPP1819 Start-up grant, Population genomics of highly fecund codfish (16k€). Joint with Bjarki Eldon (PI, Berlin Natural History Museum) and Maite Wilke Berenguer (Co-PI, TU Berlin).
Other grant involvement
- Collaborator, Icelandic Centre for Research Grant of Excellence 185151-051, Population genomics of highly fecund codfish. PIs: Einar Arnason (corresponding PI, University of Iceland), Katrin Halldorsdottir (University of Iceland), Alison Etheridge (University of Oxford), Wolfgang Stephan (Berlin Natural History Museum), Bjarki Eldon (Berlin Natural History Museum).
- 2016-2017: Postdoc with Jochen Blath at TU Berlin.
- 2013-2016: PhD with Dario Spanò and Paul Jenkins at MASDOC at the University of Warwick. My thesis is available here.
- 2012-2013: MSc with Dario Spanò and Paul Jenkins at MASDOC at the University of Warwick
- 2008-2012: MMORSE at the Department of Statistics at the University of Warwick.
Prospective students should feel free to get in touch. See here for some illustrative ideas of directions for projects.
+44(0)24 7652 8068