Others
- Robert Bailey (geographer) (born 1939), American geographer
- Robert D. Bailey, Sr. (1883–1963), American judge, known for his involvement in the Matewan Massacre trials
- Robert E. Bailey, U.S. Air Force Brigadier General
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