Scottsdale police responded to a shooting in a residential area at about 2 a.m. Sunday.

Police received a call from witnesses who reported hearing multiple gun shots coming from a large party at a vacation rental house in the area of 87th Street and Monterosa Avenue, police stated.

When police arrived, they learned that several individuals fled prior to officers arriving.

One woman was found at the house with a gun shot wound to her arm. She was taken to the hospital with injuries that were not life threatening, according to police.

Police are still investigating and no arrests have been made.

Anyone with information is asked to call the Scottsdale Police Department at 480-312-5000. For anonymous tips, call Silent Witness at 480-948-6377 (W-I-T-N-E-S-S) or visit the Silent Witness website at www.silentwitness.org.