Elmer Peterson (November 30, 1891 – June 17, 1978) was an American farmer and politician.

Born in Martin County, Minnesota, Peterson was raised in Rockford, Illinois and attended Brown's Business College in Rockford.

He served in the United States Army during World War I.

Peterson served in the Wisconsin State Assembly from 1933 to 1941.

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