Publications

(2019). High-dimensional Functional Factor Models. Arxiv Preprint.

Preprint

(2019). A Spatial Modeling Approach for Linguistic Object Data: Analysing dialect sound variations across Great Britain. Journal of the American Statistical Association (accepted, with discussion).

Preprint Arxiv bibtex

(2017). Tests for separability in nonparametric covariance operators of random surfaces. Annals of Statistics, (45)4.

Preprint DOI arXiv bibtex

(2017). A Ticklish Problem: Studying Accent Variation from Speech Recordings. Significance, (14)2.

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(2013). Fourier Analysis of Stationary Time Series in Function Space. Annals of Statistics, (41)2.

PDF DOI Arxiv bibtex

(2013). Cramér--Karhunen--Loève Representation and Harmonic Principal Component Analysis of Functional Time Series. Stochastic Processes and their Applications, (123)7.

DOI bibtex

(2010). Elements of Statistics for Inference in Hilbert Spaces. EPFL MSc Dissertation.

Preprint