Robert Mattson may refer to:

• Robert Mattson (businessman) (1851–1935), Finnish shipowner and businessman
• Robert W. Mattson, Jr. (born 1948), American lawyer and politician in Minnesota
• Robert W. Mattson, Sr. (1924–1982), American army veteran, lawyer, and politician in Minnesota

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