He was the younger brother of former President John F. Kennedy and Senator Robert F. Kennedy , both of whom were assassinated , as well as Joe Kennedy , who was killed in World War II . His elder siblings included John F. Kennedy , Robert F. Kennedy , and Eunice Kennedy Shriver .