Review by The A.V. Club rated Miss Trouble as a light theatrical comedy built on romance, coincidences and old-fashioned pacing. Peter Bogdanovich directed the script, conceived decades ago for John Ritter, with Owen Wilson, Imogen Poots and Jennifer Aniston.
Source: The A.V. Club