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Cantab Capital Institute for the Mathematics of Information

 

Harding Professor of Statistics in Public Life

Research Interests: Statistics: in particular Functional / Object Data Analysis, Time Series Analysis, Official and Public Policy Statistics, Statistical Neuroimaging, Statistical Linguistics, Seasonal Adjustment and other Applied Statistics

 

Publications

Bayesian model comparison via path-sampling sequential Monte Carlo
Y Zhou, AM Johansen, JAD Aston
– 2012 IEEE Statistical Signal Processing Workshop Ssp 2012
(2012)
1,
245
Characterizing fundamental frequency in Mandarin: A functional principal component approach utilizing mixed effect models
PZ Hadjipantelis, JAD Aston, JP Evans
– J Acoust Soc Am
(2012)
131,
4651
Distribution of Statistics of Hidden State Sequences Through the Sum-Product Algorithm
DEK Martin, JAD Aston
– Methodology and Computing in Applied Probability
(2012)
15,
897
Quantifying the uncertainty in change points
CFH Nam, JAD Aston, AM Johansen
– Journal of Time Series Analysis
(2012)
33,
807
A self-organizing state-space-model approach for parameter estimation in hodgkin-huxley-type models of single neurons.
DV Vavoulis, VA Straub, JAD Aston, J Feng
– PLoS computational biology
(2012)
8,
e1002401
Pharmacokinetic modelling of the anti-malarial drug artesunate and its active metabolite dihydroartemisinin
AJ Hall, MJ Chappell, JAD Aston, SA Ward
– IFAC-PapersOnLine
(2012)
45,
266
Inversion of ground-motion data from a seismometer array for rotation using a modification of Jaeger's method
W-C Chi, WHK Lee, JAD Aston, CJ Lin, CC Liu
– Bulletin of the Seismological Society of America
(2011)
101,
3105
Implied distributions in multiple change point problems
JAD Aston, JY Peng, DEK Martin
– Statistics and Computing
(2011)
22,
981
Modeling time series and sequences using Markov chain embedded finite automata
JY Peng, JAD Aston, CY Liou
– International Journal of Innovative Computing Information and Control
(2011)
7,
407
The state space models toolbox for MATLAB
J-Y Peng, JAD Aston
– Journal of Statistical Software
(2011)
41,
1
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Research Group

Cantab Capital Institute for the Mathematics of Information

Room

D1.03

Telephone

01223 766535