It looks like a relatively small town so I'm guessing, through the use of CCTV, dash cam footage and doorbell footage, the police feel that there is absolutely no suspicious circumstances. No untraced vehicles close by, no signs of struggles, no people of interest.
Logically they are going with the theory that makes most sense.