This Google Sheet contains vocabulary words from The Practice of Statistics, 5th edition.*
*This document is partially completed.
You can find a review of basic statistical concepts here.
You can find released free response questions here.
You can find more information about AP Statistics on the College Board's website.
Here is a practice test from 2012 that includes multiple choice questions.