FARMS: A New Algorithm for Variable Selection

Figure 1

Illustration of FARMS algorithm. On a dataset of 10 covariates, variable “10” is forced to be always included. The starting model includes 3 variables (in addition to the forced-in ones) and adds 2 more variables in each iteration.