Publications

(2025). Normative brain mapping of 3-dimensional morphometry imaging data using skewed functional data analysis. Human Brain Mapping.

DOI arXiv

(2024). Statistics in Phonetics. Annual Reviews of Statistics and its Application, Vol. 12:133-156.

DOI arXiv

(2023). Factor Models for High-dimensional Functional Time Series (part I & II). Journal of Time Series Analysis, 44.

Preprint Code and data Paper Part I Paper Part II free view-only Part I free view-only Part II

(2022). Exploring British Accents: Modeling the Trap-Bath Split with Functional Data Analysis. Journal of the Royal Statistical Society, Series C.

Paper Preprint

(2021). Functional regression clustering with multiple functional gene expressions. Arxiv Preprint.

Preprint

(2020). Quantifying uncertainty in brain-predicted age using scalar-on-image quantile regression. Neuroimage 219, 116938.

Preprint Bibtex Published Paper

(2020). Discussion (as Proposer) of 'Functional models for time‐varying random objects'. Journal of the Royal Statistical Society (Series B), 82(2).

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(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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(2018). Discussion of `The statistical analysis of acoustic phonetic data: exploring differences between spoken Romance languages'. Journal of the Royal Statistical Society (Series C), 67(5).

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

PDF DOI bibtex Supplementary Materials R package R Code & Generated Data zenodo R code archive

(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.

PDF DOI Supplement 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