Robert M. Anderson (1824–1878) was a Lieutenant Governor of California.

Robert M. Anderson may also refer to:

• Robert M. Anderson (mathematician) (born 1951)
• Robert Mailer Anderson (born 1968), American writer and philanthropist
• Robert Marshall Anderson (1933–2011), Minnesotan bishop

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