There are several scenarios:
a) Your package was intercepted in transit.
b) USPS sometimes does not delivered oversized packages. In my case, my oversized packages are held. If you want, call your local post office and have your tracking number ready. Ask them if they could trace and find the location of your package if it was not put on a mail truck.
c) It was stolen following delivery.
d) A neighbor has it.