springer-package |
Sparse Group Variable Selection for Gene-Environment Interactions in the Longitudinal Study |
cv.springer |
k-folds cross-validation for springer |
dat |
simulated data for demonstrating the usage of springer |
dmcp |
The first order derivative function of MCP (Minimax Concave Penalty) |
penalty |
This function provides the penalty functions. Users can choose one of the three penalties: sparse group MCP, group MCP and MCP. |
print.springer |
print a springer result |
reformat |
This function changes the format of the longitudinal data from wide format to long format |
springer |
fit the model with given tuning parameters |