Preheat oven to 350.
Beat butter and sugar in large bowl.
Add eggs one at a time, until fully combined.
Add vanilla and 3 tablespoons bourbon, beating until smooth.
In a separate bowl, mix flour, baking powder, and salt.
Add flour mixture to wet ingredients and blend.
Stir pecans into dough.
Divide dough in half.
Shape each half into 10″ x 3″ rectangle, using floured hands.
Set each loaf 2″ apart on a baking sheet.
Bake for 30 minutes or until the dough is set.
Leaving the oven on, remove the biscotti loaves and cool for 15 minutes on cookie sheet.
Using a chef’s knife, cut the loaves into diagonal slices, 1/2″ thick.
Place slices on cookie sheet with the cut sides down; brush with 1 tablespoon bourbon.
Bake for 8 to 9 minutes.
Turn over slices, and bake for 8 to 9 minutes more.
Remove biscotti from oven, and allow to cool completely on a cooling rack.
Combine powdered sugar and bourbon, stir well.
Add milk one teaspoon at a time until desired consistency is reached.
Using a spoon coat top side of each biscotti with glaze.
Allow glaze to harden; then eat or store in a sealed container.