Publications

(2019). Quantifying uncertainty in brain-predicted age using scalar-on-image quantile regression. bioRXiv Preprint.

Preprint

(2019). A Spatial Modeling Approach for Linguistic Object Data: Analysing dialect sound variations across Great Britain. Journal of the American Statistical Association 114(527).

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

Preprint

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

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

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(2016). Detecting and Localizing Differences in Functional Time Series Dynamics: A Case Study in Molecular Biophysics. Journal of the American Statistical Association, (111)515.

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(2014). Fourier Analysis of Functional Time Series with Applications to DNA Dynamics. EPFL PhD Thesis.

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

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

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

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