Rape victims have many more reasons not to go to the police than to go to the police. The experience of being raped very commonly causes PTSD, and all of the steps involved in going to the police--having a rape kit done (i.e. being touched and examined in the very intimate parts that were just violated), recounting your experience, seeing the suspect--would all cause a PTSD sufferer to essentially relive the traumatic experience.