Cloninger is a surname. Notable people with the surname include:
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Claire Cloninger (d. 2019), American songwriter, author and speaker
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C. Robert Cloninger (born 1944), American psychiatrist and geneticist
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Ralph Cloninger (1888–1962), American actor
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Tony Cloninger (1940–2018), American baseball player