Broadly speaking, yes. The problem is, though, that when we tried to apply strict monetarism—this idea of Milton Friedman's that we can replace the central banks by a computer and we'll just increase the money supply by 5%—it didn't work. It ended up with tears in the early eighties when we tried it.
The precise relationship isn't there, but there's certainly a broad association.