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Convex Modeling of Interactions with Strong Heredity
We consider the task of fitting a regression model involving interactions among a potentially large set of covariates, in which we wish to enforce strong heredity. We propose FAMILY, a very general framework for this task. Our proposal is a generalization of several existing methods, such as VANISH...
Shranjeno v:
| izdano v: | J Comput Graph Stat |
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| Main Authors: | , , |
| Format: | Artigo |
| Jezik: | Inglês |
| Izdano: |
2015
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| Teme: | |
| Online dostop: | https://ncbi.nlm.nih.gov/pmc/articles/PMC5353363/ https://ncbi.nlm.nih.gov/pubmed/28316461 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1080/10618600.2015.1067217 |
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