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After one year in Edinburgh he joined the staff in St Andrews. He was appointed to the Gregory Chair of Applied Mathematics in 1964. Despite his mathematical interests, since Copson held the Regius Chair of Mathematics, Rutherford was appointed to a new chair of applied mathematics.
Rutherford's most important work was Substitutional Analysis (1948) in which explict representations of the symmetric group are given.
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