This document contains 30 multiple choice questions and answers that appear to be from a final exam for a quantitative analysis or statistics course (QNT 351). The questions cover topics in descriptive statistics, levels of measurement, measures of central tendency, probability, probability distributions, hypothesis testing, and comparing samples.