I picked up a Season 1 + Season 2 pack from Amazon a while back for $22 for both seasons together. Season 3 was a BF pickup for around $13-$15.
If you can wait it out for the holiday season, you might get lucky. Check DVDPriceSearch.com for some parallel searching for pricing, as well as camelcamelcamel.com for tracking Amazon pricing.