Oil vs. Natural Gas for Home Heating: Which Costs More?

Dear EarthTalk : Is it true that gas furnaces cost less to run and burn cleaner than their oil counterparts? If I make the switch, how long should I expect it to take for me to pay back my initial investment? And are there any greener options I should consider?