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Cox Regression Models with Functional Covariates for Survival Data
We extend the Cox proportional hazards model to cases when the exposure is a densely sampled functional process, measured at baseline. The fundamental idea is to combine penalized signal regression with methods developed for mixed effects proportional hazards models. The model is fit by maximizing t...
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| Vydáno v: | Stat Modelling |
|---|---|
| Hlavní autoři: | , , , |
| Médium: | Artigo |
| Jazyk: | Inglês |
| Vydáno: |
2015
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| Témata: | |
| On-line přístup: | https://ncbi.nlm.nih.gov/pmc/articles/PMC4591554/ https://ncbi.nlm.nih.gov/pubmed/26441487 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1177/1471082X14565526 |
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