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12/11/2022
Reliability Study of Battery Lives: A Functional Degradation Analysis Approach
Renewable energy is critical for combating climate change, whose first s...
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02/23/2022
Statistical Inference for Functional Linear Quantile Regression
We propose inferential tools for functional linear quantile regression w...
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06/19/2021
Sparse logistic regression on functional data
Motivated by a hemodialysis monitoring study, we propose a logistic mode...
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11/06/2019
Minimax Nonparametric Two-sample Test
We consider the problem of comparing probability densities between two g...
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02/10/2019
Optimal Penalized Function-on-Function Regression under a Reproducing Kernel Hilbert Space Framework
Many scientific studies collect data where the response and predictor va...
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09/24/2018