Access your blog Layout > and click on the Add a Gadget > HTML/JavaScript, Image or AdSense > in the Footer ADS section.
Example:
Display Options
Go to your blog Theme > Customize > Advanced > Static Page > Show Footer Ads > to change the visibility on Static Pages.
