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
A data-centric bottom up model for generation of stochastic internal load profiles based on space-use type
– Journal of Building Performance Simulation
(2019)
12,
620
Recurrent Variational Autoencoders for Learning Nonlinear Generative Models in the Presence of Outliers
– IEEE Journal on Selected Topics in Signal Processing
(2018)
12,
1615
(doi: 10.1109/JSTSP.2018.2876995)
The statistical analysis of acoustic phonetic data: exploring differences between spoken Romance languages
– Journal of the Royal Statistical Society Series C (Applied Statistics)
(2018)
67,
1103
(doi: 10.1111/rssc.12258)
Connections with robust PCA and the role of emergent sparsity in variational autoencoder models
– Journal of Machine Learning Research
(2018)
19,
1
Inference on covariance operators via concentration inequalities: K-sample tests, classification, and clustering via rademacher complexities
– Sankhya: The Indian Journal of Statistics
(2018)
81,
214
(doi: 10.1007/s13171-018-0143-9)
Tests for separability in nonparametric covariance operators of random surfaces
– Annals of Statistics
(2017)
45,
1431
(doi: 10.1214/16-aos1495)
Minimax optimal procedures for testing the structure of multidimensional functions
– Applied and Computational Harmonic Analysis
(2017)
46,
288
(doi: 10.1016/j.acha.2017.05.003)
Divide-and-Conquer With Sequential Monte Carlo
– Journal of Computational and Graphical Statistics
(2017)
26,
445
A ticklish problem: Studying accent variation from speech recordings
– Significance
(2017)
14,
30
Gaussian tree constraints applied to acoustic linguistic functional data
– Journal of Multivariate Analysis
(2017)
154,
199
(doi: 10.1016/j.jmva.2016.09.015)
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