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SPReM: Sparse Projection Regression Model For High-dimensional Linear Regression *
The aim of this paper is to develop a sparse projection regression modeling (SPReM) framework to perform multivariate regression modeling with a large number of responses and a multivariate covariate of interest. We propose two novel heritability ratios to simultaneously perform dimension reduction,...
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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/PMC4627720/ https://ncbi.nlm.nih.gov/pubmed/26527844 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1080/01621459.2014.892008 |
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