Actually, one develops hypotheses on the basis of observations, then proceeds to the experimentation stage. If experimentation bears out the hypothesis, a theory may be produced. To the average person, the word "theory" implies something that's highly speculative, but to the scientist the word imports something of high probability.
Didn't have any sentences to spare. So I wrote it as you see it.
John / Billybob