The pilot/owner's failure to ensure that the airplane was in an airworthy condition prior to flight, which resulted in a partial loss of engine power and subsequent in-flight collision with a residence during an emergency landing after takeoff. Factors associated with the accident are a contaminated fuel pump, a flow-restricted fuel controller, a flow-restricted distributor valve, worn spark plugs, and inadequate servicing/maintenance of the airplane by other maintenance personnel.