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Regularization Methods for High-Dimensional Instrumental Variables Regression With an Application to Genetical Genomics
In genetical genomics studies, it is important to jointly analyze gene expression data and genetic variants in exploring their associations with complex traits, where the dimensionality of gene expressions and genetic variants can both be much larger than the sample size. Motivated by such modern ap...
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| 出版年: | J Am Stat Assoc |
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| 主要な著者: | , , |
| フォーマット: | Artigo |
| 言語: | Inglês |
| 出版事項: |
2015
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| 主題: | |
| オンライン･アクセス: | https://ncbi.nlm.nih.gov/pmc/articles/PMC4573639/ https://ncbi.nlm.nih.gov/pubmed/26392642 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1080/01621459.2014.908125 |
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