|
Contact Details: | School of Computer Science and
Statistics, Lloyd Institute (Room 108), Trinity College, Dublin 2, Ireland. |
Phone: |
+353
(0)
1
896
2048 |
|
Fax: |
+353 (0) 1 677 0711 |
|
E-mail: |
joshic@tcd.ie |
|
Personal Page Here |
Summary of Research:
I am a post-graduate
student in Statistics with research interests in Bayesian Modelling,
Bayesian Inference on Diffusion Processes and fast but accurate
approximations to Bayesian posteriors.
My PhD research is aimed at developing non-MCMC based methods for
Bayesian inference on parameters of diffusion processes. This
research is motivated by a real life problem of trying to predict the
pattern and extent of deformation to a road surface, which includes
modelling the forces exerted by vehicles as they pass over a road
surface.
Prior to my PhD, I also have some experience of using statistical
methods for applications in areas such as Bio-Statistics, Market
research, Ecology and Engineering.
Publications:
A Functional Approximation Approach to Bayesian Inference for Diffusion
Process Parameters. C. Joshi and S.P. Wilson (under revision 2010).
Adaptive Sampling Strategy for Assessment of Avian Diversity. S.A.
Parajape, A.P. Gore, K. Gerow, C. Joshi, P. Pramod, K.A. Subramanian,
and R.J.R. Daniels in the `Madhav Gadgil Felicitation Volume' of Indian
Institute of Science Bangalore, 2004.