Removal of redundant explanatory variables. The problems of collinearity and multicollinearity in the three examples might be diagnosed using either the VIF or the condition index.Although VIF ...

SimpleNomo, an open-source Python Toolbox, and an online platform that generates nomograms directly from logistic regression coefficients and the range of variables are available through a recent ...

We propose a Bayesian variable selection approach for ultrahigh dimensional linear regression based on the strategy of split and merge. The approach proposed consists of two stages: split the ...