Quirk et al. classify the word as an adverb (inferential conjunct) and... that's all. The authors say that it can behave like a co-ordinative conjunction, but only behave, and not be one (as in Do what I tell you, otherwise you'll be sorry). Additionally, a good dictionary will show you that it can be an adjective: