Stoddart married Mary Elizabeth Powell in Atlanta in 1898, and they settled in Maywood, New Jersey. After approximately a decade of living together, they separated, which became the subject of scandal in the New York newspapers. (At the time of the divorce, Mrs. Stoddart lived with her three children in Reno, Nevada.)