Changing text height for the *Completions* buffer

I have tried to make everything larger by modifying the default
face:

(set-face-attribute 'default nil :height 160)

I assumed that all faces inherit from the default face and do not 
override the :height value they inherit, 

But the text height for the *Completions* buffer did not change.