The pilot’s failure to ensure that the airplane’s fuel selector valve was on before takeoff, resulting in a loss of engine power due to fuel starvation, and his subsequent decision to attempt a low altitude turn towards the departure airport, resulting in an aerodynamic stall and loss of control.