Search Results - "XUE, KAIJIE"

Distribution/correlation-free test for two-sample means in high-dimensional functional data with eigenvalue decay relaxed by Xue, Kaijie

“…We propose a methodology for testing two-sample means in high-dimensional functional data that requires no decaying pattern on eigenvalues of the functional…”
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Erosion Corrosion and Protection of Recycle System with Seawater by Xue, Jin, Xue, Kaijie, Lu, Jianshu

“…In order to investigate the corrosion of recycle system with seawater in rights of power plant, the erosion behavior and mechanism of erosion corrosion in this…”
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DISTRIBUTION AND CORRELATION-FREE TWO-SAMPLE TEST OF HIGH-DIMENSIONAL MEANS by Xue, Kaijie, Yao, Fang

“…We propose a two-sample test for high-dimensional means that requires neither distributional nor correlational assumptions, besides some weak conditions on the…”
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Inference on Large-scale Partially Functional Linear Model with Heterogeneous Errors by Xue, Kaijie, Yao, Fang

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HYPOTHESIS TESTING IN LARGE-SCALE FUNCTIONAL LINEAR REGRESSION by Xue, Kaijie, Yao, Fang

“…We explore large-scale functional linear regression in which the scalar response is associated with a potentially ultrahigh number of functional predictors,…”
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Analysis of Cage Wear in Rolling Bearing Greased by Xue, Kaijie, Wang, Xue, Huang, Haijun

“…In this paper, based on the tribological characteristics of rolling bearing greased, we employ X-ray fluorescence spectrum analysis to study the effect of wear…”
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Optimal Linear Discriminant Analysis for High-Dimensional Functional Data by Xue, Kaijie, Yang, Jin, Yao, Fang

“…Most of existing methods of functional data classification deal with one or a few processes. In this work we tackle classification of high-dimensional…”
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Partially functional linear regression in high dimensions by KONG, DEHAN, XUE, KAIJIE, YAO, FANG, ZHANG, HAO H.

“…In modern experiments, functional and nonfunctional data are often encountered simultaneously when observations are sampled from random processes and…”
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Functional Linear Regression in High Dimensions by Xue, Kaijie

“…Functional linear regression has occupied a central position in the area of functional data analysis, and attracted substantial research attention in the past…”
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Distribution and correlation free two-sample test of high-dimensional means by Xue, Kaijie, Yao, Fang

“…We propose a two-sample test for high-dimensional means that requires neither distributional nor correlational assumptions, besides some weak conditions on the…”
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