You might also want to try your hand at growing tree peonies, which bloom earlier than herbaceous peonies, have larger blossoms and can grow up to 6 feet tall.
Just dig a hole that's twice as wide as the root ball but no deeper.
Herbaceous peonies need at least six hours of full sun a day for good bloom.