Quantifying Data Variability: Key Statistical Metrics
The variability of a statistic, a measure of its dispersion or spread, is expressed through several key concepts: standard deviation, variance, range, and interquartile range. Standard deviation represents the average deviation from the mean, while variance squares the deviations and depicts the spread around the mean. Range captures the difference between the maximum and minimum … Read more