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02/12/2022
Depth profiles and the geometric exploration of random objects through optimal transport
We propose new tools for the geometric exploration of data objects takin...
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09/15/2021
Learning delay dynamics for multivariate stochastic processes, with application to the prediction of the growth rate of COVID-19 cases in the United States
Delay differential equations form the underpinning of many complex dynam...
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06/24/2020
Uniform convergence of local Fréchet regression and time warping for metric-space-valued trajectories
For real-valued functional data, it is well known that failure to separa...
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06/17/2020
Wasserstein Regression
The analysis of samples of random objects that do not lie in a vector sp...
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10/15/2018
Rank Dynamics for Functional Data
We study the dynamic behavior of cross-sectional ranks over time for fun...
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09/10/2018