Why Standard Deviation May Not Be a Reliable Measure of Variability for Data Distributions with Outliers
When analyzing data, understanding the variability within a dataset is crucial, as it gives insights into how much individual data points differ from the mean. Among the many statistical tools available, the standard deviation is one of the most commonly used measures to quantify variability in a distribution of data. However, standard deviation may not […]