sufficient dimension reduction
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A Minimum Discrepancy Approach With Fourier Transform in Sufficient Dimension Reduction

Statistica Sinica ◽

10.5705/ss.202020.0312 ◽

2023 ◽

Author(s):

Jiaying Weng ◽

Xiangrong Yin

Keyword(s):

Fourier Transform ◽

Dimension Reduction ◽

Sufficient Dimension Reduction ◽

Minimum Discrepancy

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Distributed Sufficient Dimension Reduction for Heterogeneous Massive Data

Statistica Sinica ◽

10.5705/ss.202021.0031 ◽

2023 ◽

Author(s):

Kelin Xu ◽

Liping Zhu ◽

Jianqing Fan

Keyword(s):

Dimension Reduction ◽

Massive Data ◽

Sufficient Dimension Reduction

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Model Averaging Based Sufficient Dimension Reduction

Stat ◽

10.1002/sta4.458 ◽

2022 ◽

Author(s):

Min Cai ◽

Ruige Zhuang ◽

Zhou Yu ◽

Ping Wu

Keyword(s):

Dimension Reduction ◽

Model Averaging ◽

Sufficient Dimension Reduction

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Sufficient dimension reduction in the presence of controlling variables

Science China Mathematics ◽

10.1007/s11425-020-1824-8 ◽

2022 ◽

Author(s):

Guoliang Fan ◽

Liping Zhu

Keyword(s):

Dimension Reduction ◽

Sufficient Dimension Reduction ◽

Controlling Variables

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A METHOD OF LOCAL INFLUENCE ANALYSIS IN SUFFICIENT DIMENSION REDUCTION

Statistica Sinica ◽

10.5705/ss.202019.0388 ◽

2022 ◽

Author(s):

Fei Chen ◽

Lei Shi ◽

Lin Zhu ◽

Lixing Zhu

Keyword(s):

Dimension Reduction ◽

Local Influence ◽

Sufficient Dimension Reduction ◽

Influence Analysis ◽

Local Influence Analysis

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Fusing sufficient dimension reduction with neural networks

Computational Statistics & Data Analysis ◽

10.1016/j.csda.2021.107390 ◽

2021 ◽

pp. 107390

Author(s):

Daniel Kapla ◽

Lukas Fertl ◽

Efstathia Bura

Keyword(s):

Neural Networks ◽

Dimension Reduction ◽

Sufficient Dimension Reduction

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Sufficient dimension reduction for populations with structured heterogeneity

Biometrics ◽

10.1111/biom.13546 ◽

2021 ◽

Author(s):

Jared D. Huling ◽

Menggang Yu

Keyword(s):

Dimension Reduction ◽

Sufficient Dimension Reduction

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An ensemble of inverse moment estimators for sufficient dimension reduction

Computational Statistics & Data Analysis ◽

10.1016/j.csda.2021.107241 ◽

2021 ◽

Vol 161 ◽

pp. 107241

Author(s):

Qin Wang ◽

Yuan Xue

Keyword(s):

Dimension Reduction ◽

Sufficient Dimension Reduction ◽

Moment Estimators ◽

Inverse Moment

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Sufficient dimension reduction for conditional quantiles with alternative types of data

Journal of Statistical Computation and Simulation ◽

10.1080/00949655.2021.1958811 ◽

2021 ◽

pp. 1-18

Author(s):

Eliana Christou

Keyword(s):

Dimension Reduction ◽

Sufficient Dimension Reduction ◽

Conditional Quantiles

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Sufficient Dimension Reduction with Deep Neural Networks for Phenotype Prediction

Proceedings of the 3rd International Conference on Statistics: Theory and Applications ◽

10.11159/icsta21.134 ◽

2021 ◽

Author(s):

Siqi Liang ◽

Wei-Heng Huang ◽

Faming Liang

Keyword(s):

Neural Networks ◽

Dimension Reduction ◽

Deep Neural Networks ◽

Sufficient Dimension Reduction ◽

Phenotype Prediction

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