Fig. 1

Identifying the prognostic variables of the cancer specific survival (CSS) using the Least absolute shrinkage and selection operator (LASSO) COX. a LASSO coefficients of the whole factors included into analysis. The dotted vertical line was drawn at the optimal value choose by the 10-fold cross-validation based on the minimum criteria (the smallest partial likelihood deviance). b Tuning parameter identification using the minimum criteria