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	Tuning-free ridge estimators for high-dimensional generalized linear models 期刊论文 Computational Statistics and Data Analysis,2021, 卷号: 159 作者: Huang, Shih Ting; Xie, Fang; Lederer, Johannes 收藏 \| 浏览/下载：13/0 \| 提交时间：2022/05/31 Generalized linear models High-dimensional estimation Ridge estimator
	Correlation structure regularization via entropy loss function for high-dimension and low-sample-size data 期刊论文 Communications in Statistics: Simulation and Computation,2021, 卷号: 50, 期号: 4, 页码: 973-988 作者: Chen, Chen; Zhou, Jie; Pan, Jianxin 收藏 \| 浏览/下载：13/0 \| 提交时间：2021/08/16 Bregman divergence Correlation matrix estimation Entropy loss function High-dimensional correlation matrix Regularization
	Square-Root LASSO for High-Dimensional Sparse Linear Systems with Weakly Dependent Errors 期刊论文 Journal of Time Series Analysis,2018, 卷号: 39, 期号: 2, 页码: 212-238 作者: Xie, Fang; Xiao, Zhijie 收藏 \| 浏览/下载：7/0 \| 提交时间：2022/05/31 estimation consistency high-dimensional linear model m-dependent square-root LASSO α-mixing ρ-mixing ϕ-mixing
	Regularization for high-dimensional covariance matrix 期刊论文 Special Matrices,2016, 卷号: 4, 期号: 1, 页码: 189-201 作者: Cui, Xiangzhao; Li, Chun; Zhao, Jine; Zeng, Li; Zhang, Defei 收藏 \| 浏览/下载：13/0 \| 提交时间：2021/08/16 Covariance estimation Covariance structure High-dimensional Regularization