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Sparse Sliced Inverse Regression Via Lasso
For multiple index models, it has recently been shown that the sliced inverse regression (SIR) is consistent for estimating the sufficient dimension reduction (SDR) space if and only if [Formula: see text] , where p is the dimension and n is the sample size. Thus, when p is of the same or a higher o...
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| Publicado no: | J Am Stat Assoc |
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| Main Authors: | , , |
| Formato: | Artigo |
| Idioma: | Inglês |
| Publicado em: |
2019
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| Assuntos: | |
| Acesso em linha: | https://ncbi.nlm.nih.gov/pmc/articles/PMC7500493/ https://ncbi.nlm.nih.gov/pubmed/32952234 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1080/01621459.2018.1520115 |
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