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Kernel-based logistic regression model for protein sequence without vectorialization
Protein sequence data arise more and more often in vaccine and infectious disease research. These types of data are discrete, high-dimensional, and complex. We propose to study the impact of protein sequences on binary outcomes using a kernel-based logistic regression model, which models the effect...
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| Udgivet i: | Biostatistics |
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| Main Authors: | , , , , |
| Format: | Artigo |
| Sprog: | Inglês |
| Udgivet: |
Oxford University Press
2015
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| Fag: | |
| Online adgang: | https://ncbi.nlm.nih.gov/pmc/articles/PMC4794618/ https://ncbi.nlm.nih.gov/pubmed/25532524 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/biostatistics/kxu056 |
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