Create Date: July 11, 2024
Last Modified Date: January 14, 2025
The empirical rule is calculated using three ranges:
The empirical rule helps forecast data points and identify trends, making it valuable in data analysis and statistics.
After using the empirical rule calculator, you will get three different lines of results.
Let's say you are a teacher and you wanted to use the empirical rule on your student's latest test scores. The mean was 90 and carried a standard deviation of 3. Using the three formulas, we find that 68% of the data should fall between 87 and 93, 95% of the data should be between 84 and 96, while 99.7% of the scores are between 81 and 99.
The empirical rule does not have a single formula but calculates ranges based on standard deviations from the mean.
The 95% refers to data points falling within two standard deviations of the mean.
The empirical rule is generally accurate for datasets following a normal distribution but may not apply to all datasets.