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Sparse Logistic Regression for Diagnosis of Liver Fibrosis in Rat by Using SCAD-Penalized Likelihood

The objective of the present study is to find out the quantitative relationship between progression of liver fibrosis and the levels of certain serum markers using mathematic model. We provide the sparse logistic regression by using smoothly clipped absolute deviation (SCAD) penalized function to di...

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Bibliografiske detaljer
Main Authors: Yan, Fang-Rong, Lin, Jin-Guan, Liu, Yu
Format: Artigo
Sprog:Inglês
Udgivet: Hindawi Publishing Corporation 2011
Fag:
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC3118301/
https://ncbi.nlm.nih.gov/pubmed/21716672
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1155/2011/875309
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