The car was picked up near the corner of Division Street and Milford Street on Dec. 13, the department wrote in a release. The four were seen "bailing" from the car before fleeing on foot toward Victoria Lane, authorities said.
Residents of the neighborhood should stay vigilant and report any unusual sightings to Palmer police, they added.
Tips can be submitted via Crimewatch.
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