EAA spokesman Dick Knapinski says the two-seat plane stalled on its final approach and crashed just short of the airport's east-west runway.
The airplane landed upside down in the grass. Emergency workers are trying to remove the crash victims from the plane.
The airport's north-south runway remains open.