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Faculty of Mathematics

 

 

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

Distances and inference for covariance operators
D Pigoli, JAD Aston, IL Dryden, P Secchi
– Biometrika
(2014)
101,
409
Parallel sequential Monte Carlo samplers and estimation of the number of states in a Hidden Markov Model
CFH Nam, JAD Aston, AM Johansen
– Annals of the Institute of Statistical Mathematics
(2014)
66,
553
Reprint of “Pharmacokinetic modelling of the anti-malarial drug artesunate and its active metabolite dihydroartemisinin”
AJ Hall, MJ Chappell, JAD Aston, SA Ward
– Computer methods and programs in biomedicine
(2014)
114,
e14
Analysis of spike train data: A multivariate mixed effects model for phase and amplitude
PZ Hadjipantelis, JAD Aston, H-G Müller, J Moriarty
– Electronic Journal of Statistics
(2014)
8,
1797
Pharmacokinetic modelling of the anti-malarial drug artesunate and its active metabolite dihydroartemisinin.
AJ Hall, MJ Chappell, JAD Aston, SA Ward
– Computer methods and programs in biomedicine
(2013)
112,
1
Modelling trigonometric seasonal components for monthly economic time series
I Hindrayanto, JAD Aston, SJ Koopman, M Ooms
– Applied Economics
(2013)
45,
3024
Dynamic filtering of static dipoles in magnetoencephalography
A Sorrentino, AM Johansen, JAD Aston, TE Nichols, WS Kendall
– The Annals of Applied Statistics
(2013)
7,
955
Bayesian model comparison for compartmental models with applications in positron emission tomography
Y Zhou, JAD Aston, AM Johansen
– Journal of Applied Statistics
(2013)
40,
993
Evaluating stationarity via change-point alternatives with applications to fMRI data
JAD Aston, C Kirch
– The Annals of Applied Statistics
(2012)
6,
1906
Detecting and estimating changes in dependent functional data
JAD Aston, C Kirch
– Journal of Multivariate Analysis
(2012)
109,
204
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Research Groups

Cantab Capital Institute for the Mathematics of Information
Centre for Mathematical Imaging in Healthcare
Statistical Laboratory

Room

D1.03

Telephone

01223 766535