I change the oil and filter on my 2003 Altima without jacking it up. Really depends more on the filter location than anything.
Jack stands:
http://www.johndow.com/jpeg/Jack%20Stands/JS3.jpg
You need a jack to set the car on the stands (a pair for one axel). Trust the stands, not the jack.