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07/10/2023
Two-Sample and Change-Point Inference for Non-Euclidean Valued Time Series
Data objects taking value in a general metric space have become increasi...
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07/03/2022
Testing Homogeneity: The Trouble with Sparse Functional Data
Testing the homogeneity between two samples of functional data is an imp...
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03/24/2022
Spherical Autoregressive Models, With Application to Distributional and Compositional Time Series
We introduce a new class of autoregressive models for spherical time ser...
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05/12/2021
Autoregressive Optimal Transport Models
Series of distributions indexed by equally spaced time points are ubiqui...
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02/19/2019
Interpoint Distance Based Two Sample Tests in High Dimension
In this paper, we study a class of two sample test statistics based on i...
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02/08/2019
Distance-based and RKHS-based Dependence Metrics in High Dimension
In this paper, we study distance covariance, Hilbert-Schmidt covariance ...
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12/06/2014
