866 citations · 1.2k across the 41 of their papers we have counts for
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stat.ME2017★ 5 cited
Regression with genuinely functional errors-in-covariates
Anirvan Chakraborty, Victor M. Panaretos
Contamination of covariates by measurement error is a classical problem in multivariate regression, where it is well known that failing to account for this contamination can result…
stat.ME2017
Functional Registration and Local Variations: Identifiability, Rank, and Tuning
Anirvan Chakraborty, Victor M. Panaretos
We develop theory and methodology for the problem of nonparametric registration of functional data that have been subjected to random deformation (warping) of their time scale. The…
math.ST2017
Fréchet Means and Procrustes Analysis in Wasserstein Space
Yoav Zemel, Victor M. Panaretos
We consider two statistical problems at the intersection of functional and non-Euclidean data analysis: the determination of a Fréchet mean in the Wasserstein space of multivariate…