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
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)
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.
– Journal of the Acoustical Society of America
(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)
Quantifying the uncertainty in change points
– 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
– Plos Computational Biology
(2012)
8,
e1002401
(doi: 10.1371/journal.pcbi.1002401)
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