 On March 28, 1867, President Johnson nominated Bailey posthumously for the award of the brevet grade of major general of volunteers to rank from March 13, 1865 and the U.S. Senate confirmed the award on March 30, 1867.Joseph Bailey survived the war by less than two years.In October 1865, he moved with his wife and children to Vernon County, Missouri, where he was elected sheriff.