The story
From bah (interjection expressing contempt, disgust, or bad temper) + humbug (“balderdash!, nonsense!, rubbish!”). The words were originally spoken by the miser Ebenezer Scrooge in the novella A Christmas Carol (1843) by English author Charles Dickens (1812–1870).
Etymology from Wiktionary, CC BY-SA 4.0.