In the Netherlands, when I order a package and no one's at home when it's delivered, it either gets delivered to my neighbors or to the post office, with a note of where to pick it up. It's never left at my door AFAIK. How is this not an option in the US?
Usually UPS will put it somewhere out of sight if they think it will be an issue.