Publications
This is a complete list of my publications:
- Markov chain Monte Carlo
for exact inference for diffusions,
with George Sermaidis, Omiros Papaspiliopoulos, Gareth Roberts and Paul
Fearnhead.
Scandinavian Journal of Statistics, forthcoming (2012).
- Optimal tuning of the
Hybrid
Monte-Carlo algorithm,
with Natesh Pillai, Gareth Roberts, Sanz-Serna and Andrew Stuart.
Bernoulli, forthcoming (2011).
- ε-Strong simulation of the
Brownian path,
with Stefano Peluchetti and Gareth Roberts.
Bernoulli, forthcoming (2011).
- Hybrid Monte-Carlo on Hilbert
Spaces,
with Frank Pinski, Sanz-Serna and Andrew Stuart.
Stochastic Processes and their Applications, 121(2011),
2201-2230.
- The acceptance probability of the
Hybrid Monte-Carlo algorithm in High Dimensional problems,
with Natesh Pillai, Gareth Roberts, Jesus Sanz-Serna, Andrew Stuart.
American Institute for Physics, Conference Proceedings,
1281(2010), 23-27.
- Computational complexity of
Metropolis-Hastings methods in high dimensions,
with Andrew Stuart.
Proceedings of the 8th International Conference on Monte Carlo
and Quasi-Monte Carlo Methods in Scientific Computing (MCQMC 2008),
(2009)
edited by Pierre L'Ecuyer and Art B. Owen.
- Optimal scalings for local
Metropolis-Hastings chains on non-product targets in high dimensions,
with Gareth Roberts, Andrew Stuart.
Annals of Applied Probability, 19, 3(2009), 863-898.
- Monte-Carlo maximum likelihood
estimation for discretely observed diffusion processes,
with Omiros Papaspiliopoulos, Gareth Roberts.
Annals of Statistics, 37, 1(2009), 223-245.
- MCMC methods for sampling
function space,
with Andrew Stuart.
Proceedings of the International Congress of Industrial and
Applied Mathematicians, (Zurich, 2007), (2009).
- MCMC methods for diffusion
bridges,
with Gareth Roberts, Andrew Stuart, Jochen Voss.
Stochastics and Dynamics, 8, 3(2008), 319-350.
- A factorisation of diffusion
measure and finite sample path constructions,
with Omiros Papaspiliopoulos, Gareth Roberts.
Methodology and Computing in Applied Probability, 10,
1(2008), 85-104.
- Exact and computationally
efficient likelihood-based estimation for discretely observed diffusion
processes,
with Paul Fearnhead, Omiros Papaspiliopoulos, Gareth Roberts.
Journal of the Royal Statistical Society, Series B: Statistical
Methodology, 68, 3(2006), 333-382.
With discussions and a reply by the authors.
- Retrospective exact
simulation of diffusion sample paths with applications,
with Omiros Papaspiliopoulos, Gareth Roberts.
Bernoulli, 12, 6(2006), 1077-1098.
- One-Shot CFTP; application to a
class of truncated Gaussian densities,
with Gareth Roberts.
Methodology and Computing in Applied Probability, 7,
4(2005), 407-437.
- Exact Simulation of diffusions,
with Gareth Roberts.
Annals of Applied Probability, 15, 4(2005), 2422-2444.
These are papers submitted for publication:
- Advanced
MCMC methods for sampling on diffusion pathspace,
with Kostas Kalogeropoulos and Erik Pazos.
- Error Bounds
and Normalizing Constants for Sequential Monte Carlo
in High Dimensions,
with Ajay Jasra, Dan Crisan and Nick Whiteley.
- On the stability of
Sequential Monte Carlo methods in high dimensions,
with Ajay Jasra and Dan Crisan.
I completed my PhD in Lancaster in October 2005, Department of
Mathematics and Statistics.
The title was: Exact Simulation of
Diffusions and new Inference Methods for Discrete Time Data.