For the family lung function data set, define a new variable VALLEY (residence in San Gabriel or San Fernando Valley) to be one if the family lives in Burbank or Glendora and zero otherwise.

Using variable selection techniques, perform a logistic regression of VALLEY on mother’s age and FEV1, father’s age and FEV1, and number of children (1, 2, or 3). Are these useful predictor variables?