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stat.ME2020
Uniform convergence of local Fréchet regression, with applications to locating extrema and time warping for metric space valued trajectories
Yaqing Chen, Hans-Georg Müller
Local Fréchet regression is a nonparametric regression method for metric space valued responses and Euclidean predictors, which can be utilized to obtain estimates of smooth trajec…
stat.ME2020
Wasserstein Regression
Yaqing Chen, Zhenhua Lin, Hans-Georg Müller
The analysis of samples of random objects that do not lie in a vector space is gaining increasing attention in statistics. An important class of such object data is univariate prob…