This document provides an overview of key concepts in descriptive statistics including: - Parameters describe populations while statistics describe samples - Measures of central tendency include the mean, median, and mode - Measures of variation/dispersion include range, variance, standard deviation, and coefficient of variation - The empirical rule and Chebyshev's theorem describe how data is distributed around the mean - Z-scores and percentiles relate individual values to the overall distribution