Scientific Research

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Paper Publications

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• High-dimensional statistical inference via DATE, Communications in Statistics- Theory and Methods, 2021.
• Zheng, Z.*, Lv, J. and Lin, W. (2021). Nonsparse learning with latent variables. Operations Research 69(1), 346-359.
• Dong, R., Li, D. and Zheng, Z.* (2021). Parallel integrative learning for large-scale multi-response regression with incomplete outcomes. Computational Statistics & Data Analysis 160, 107243.
• Zhou, J., Zheng, Z.*, Zhou, H. and Dong, R. (2021). Innovated scalable efficient inference for ultra-large graphical models. Statistics & Probability Letters 173, 109085.
• Zheng, Z., Li, Y., Wu, J.* and Wang, Y. (2020). Sequential scaled sparse factor regression. Journal of Business & Economic Statistics, DOI: 10.1080/07350015.2020.1844212.
• Zheng, Z., Zhang, J.*, Li, Y. and Wu, Y. (2020). Partitioned approach for high-dimensional confidence intervals with large split sizes. Statistica Sinica, DOI: 10.5705/ss.202018.0379.

Patents

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Research Projects

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• 平台化供应链的风险分析与治理研究2, 基金委国家创新研究群体（项目主要参与人子课题）, 参与性质: 主持, 纵向, ¥6,700,000.00, 2020-2024,
• 高维社会网络中最具影响力参与人的统计分析, 基金委重点项目（项目子课题）, 参与性质: 主持, 纵向, ¥2,450,000.00, 2018-2022,
• 混合多响应纵向数据的均值相关结构同时统计推断方法研究, 基金委面上项目, 参与性质: 参与(排序2/3), 纵向, ¥480,000.00, 2017-2020,
• 中国科学技术大学重要方向项目培育基金, 中国科学技术大学重要方向项目培育基金, 参与性质: 主持, 纵向, ¥400,000.00, 2020-2022,
• 中国科学技术大学学术领军人才培养计划B类, 中国科学技术大学学术领军人才培养计划, 参与性质: 主持, 纵向, ¥600,000.00, 2019-2021,
• 高维复杂数据分析中具有可重复性的统计学习方法研究及其应用,进行,