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DAG trend filtering for genomic denoising via higher-order Bayesian networks and DAG shrinkage processes
作者Weixuan Zhu; Fan Liao; Yang Ni
作者单位1. Wang Yanan Institute for Studies in Economics, Xiamen University , Xiamen 361005 ,; 2. Department of Statistics and Data Science, School of Economics, Xiamen University , Xiamen 361005 ,; 3. Department of Statistics and Data Science, The University of Texas at Austin , Austin, TX 78712 ,
Bayesian network meta-regression models for multivariate aggregate responses with partially observed or completely missing within-treatment sample covariance matrices
作者Simiao Gao; Sungduk Kim; Ming-Hui Chen; Arvind K Shah; Jianxin Lin; Joseph G Ibrahim
作者单位1. Department of Statistics, University of Connecticut , Storrs, CT 06269 ,; 2. Biostatistics Branch, Division of Cancer Epidemiology and Genetics, National Cancer Institute , Rockville, MD 20850 ,; 3. Biostatistics and Research Decision Sciences, Merck & Co., Inc. , Rahway, NJ 07065 ,; 4. Department of Biostatistics, University of North Carolina at Chapel Hill , Chapel Hill, NC 27599 ,
A general framework for testing clustering significance and variable-level inference in high-dimensional data
作者Hui Shen; Dongmei Li; Yufeng Liu
作者单位1. Department of Mathematics and Statistics, McGill University , Montreal, QC H3A 0B9 ,; 2. Department of Clinical and Translational Research, University of Rochester Medical Center , Rochester, NY 14642 ,; 3. Department of Statistics, University of Michigan , Ann Arbor, MI 48109 ,
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