Stamatović criticized the Brussels Agreement during his first presidential campaign, calling it "anti-Serbian". On the eighteenth anniversary of the NATO bombing of Yugoslavia, Stamatović told an audience in Smederevska Palanka that Kosovo should "be freed from occupation".