The ageless Selanne scored on a power play at 1:29 of the third period to break a 1-1 tie, and Jonas Hiller stopped 21-of-22 shots on goal, 11 of which came in the third.
Nick Bonino also capitalized on a power play for Anaheim in the first period. Francois Beauchemin added an empty-netter late in the final period.
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