Question

In: Statistics and Probability

What does the empirical rule tell us about the spread of normalpopulations?

What does the empirical rule tell us about the spread of normal populations?

Solutions

Expert Solution

The empirical rule is the statistical rule stating that for a normal distribution, almost all data will fall within three standard deviations of the mean. Broken down, the empirical rule shows that 68% will fall within the first standard deviation, 95% within the first two standard deviations, and 99.7% will fall within the first three standard deviations of the distribution's average.
For this reason, it is often even called the 68-95-99.7 rule. This can be seen in the below figure :


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