Elmer C. Nelson was an American political figure who served as the Chairman of the Massachusetts Republican State Committee from 1953 to 1956, a delegate to the 1956 Republican National Convention from Massachusetts, and the Republican nominee for Lieutenant Governor of Massachusetts in 1958. He was a resident of Mendon, Massachusetts.