Article

AdaReg: Data Adaptive Robust Estimation in Linear Regression with Application in GTEx Gene Expressions

2019-12-10

Abstract excerpt

With the development of high-throughput RNA sequencing (RNA-seq) technology, the Genotype Tissue-Expression (GTEx) project (Consortium et al., 2015) generated a valuable resource of gene expression data from more than 11,000 samples. The large-scale data set is a powerful resource for understanding the human transcriptome. However, the technical variation, sequencing background noise and unknown factors make the s...

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Literature Corpus work: 24756fce-0189-5931-9e59-781b14c66442
DOI: 10.1101/869362

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