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07/18/2023
Uniform Confidence Band for Optimal Transport Map on One-Dimensional Data
We develop a statistical inference method for an optimal transport map b...
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07/12/2023
Distribution-on-Distribution Regression with Wasserstein Metric: Multivariate Gaussian Case
Distribution data refers to a data set where each sample is represented ...
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08/10/2022
Locally Adaptive Bayesian Isotonic Regression using Half Shrinkage Priors
Isotonic regression or monotone function estimation is a problem of esti...
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02/11/2022