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A Perturbation Method for Inference on Regularized Regression Estimates
Analysis of high dimensional data often seeks to identify a subset of important features and assess their effects on the outcome. Traditional statistical inference procedures based on standard regression methods often fail in the presence of high-dimensional features. In recent years, regularization...
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| Main Authors: | , , |
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| Formato: | Artigo |
| Idioma: | Inglês |
| Publicado em: |
2012
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| Assuntos: | |
| Acesso em linha: | https://ncbi.nlm.nih.gov/pmc/articles/PMC3404855/ https://ncbi.nlm.nih.gov/pubmed/22844171 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1198/jasa.2011.tm10382 |
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