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
Analysis of spike train data: A multivariate mixed effects model for phase and amplitude
– Electronic Journal of Statistics
(2014)
8,
1797
(doi: 10.1214/14-EJS865E)
Pharmacokinetic modelling of the anti-malarial drug artesunate and its active metabolite dihydroartemisinin
– Computer Methods and Programs in Biomedicine
(2013)
112,
1
(doi: 10.1016/j.cmpb.2013.05.010)
Modelling trigonometric seasonal components for monthly economic time series
– Applied Economics
(2013)
45,
3024
(doi: 10.1080/00036846.2012.690937)
Dynamic filtering of static dipoles in magnetoencephalography
– The Annals of Applied Statistics
(2013)
7,
955
(doi: 10.1214/12-AOAS611)
Bayesian model comparison for compartmental models with applications in positron emission tomography
– Journal of Applied Statistics
(2013)
40,
993
(doi: 10.1080/02664763.2013.772569)
Evaluating stationarity via change-point alternatives with applications to fMRI data
– The Annals of Applied Statistics
(2012)
6,
1906
(doi: 10.1214/12-AOAS565)
Bayesian model comparison via path-sampling sequential Monte Carlo
– 2012 IEEE Statistical Signal Processing Workshop, SSP 2012
(2012)
1,
245
(doi: 10.1109/SSP.2012.6319672)
Detecting and estimating changes in dependent functional data
– Journal of Multivariate Analysis
(2012)
109,
204
(doi: 10.1016/j.jmva.2012.03.006)
Characterizing fundamental frequency in Mandarin: A functional principal component approach utilizing mixed effect models
– J Acoust Soc Am
(2012)
131,
4651
(doi: 10.1121/1.4714345)
Distribution of Statistics of Hidden State Sequences Through the Sum-Product Algorithm
– Methodology and Computing in Applied Probability
(2012)
15,
897
(doi: 10.1007/s11009-012-9289-4)
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