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29 January 2021: Database Analysis

Construction and Evaluation of a Risk Score Model for Autophagy-Related Genes in Esophageal Adenocarcinoma

Tianfu Xu 1ABCDEF , Yamei Yuan 2EFG* , Chenggong He 3D , Kun Yang 3D

DOI: 10.12659/MSM.927850

Med Sci Monit 2021; 27:e927850

Figure 2 (A) Genes screened by lasso regression analysis. The lasso regression model and cross validation method were used to screen genes. When the number of variables was 13, the partial likelihood deviation is the minimum, corresponding to the minimum λ value. (B) Cross validation results. The regression coefficient map of genes in the lasso model. Dotted vertical lines were drawn at the optimal values by using the minimum criteria and the 1 standard error (SE) of the minimum criteria (the 1-SE criteria).

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Medical Science Monitor eISSN: 1643-3750
Medical Science Monitor eISSN: 1643-3750