Browsing by Author "Tavakoli, Shahin"

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Detecting and Localizing Differences in Functional Time Series Dynamics: A Case Study in Molecular Biophysics

Tavakoli, Shahin; Panaretos, Victor M (Taylor & FrancisJournal of the American Statistical Association, 2016-03-22)

Motivated by the problem of inferring the molecular dynamics of DNA in solution, and linking them with its base-pair composition, we consider the problem of comparing the dynamics of functional time series (FTS), and of ...
Research Data Supporting "Tests for separability in nonparametric covariance operators of random surfaces"

Aston, John; Pigoli, Davide; Tavakoli, Shahin
Research data supporting 'Detecting and Localizing Differences in Functional Time Series Dynamics: A Case Study in Molecular Biophysics'.

Tavakoli, Shahin; Panaretos, Victor. M. (2016-02-10)
Tests for separability in nonparametric covariance operators of random surfaces

Aston, John Alexander; Pigoli, Davide; Tavakoli, Shahin (Institute of Mathematical StatisticsAnnals of Statistics, 2016)

The assumption of separability of the covariance operator for a random image or hypersurface can be of substantial use in applications, especially in situations where the accurate estimation of the full covariance structure ...