False, In a normal distribution, 95% of the data do not falls within 1 standard deviation of the mean.
Is the statement correct ?
The empirical rule or 68-95-99.7% rule can give us a good info about normal distribution.
This rule tells us that around 68% of the data will fall within one standard deviation of the mean, whereas around 95% will fall within two standard deviations of the mean and 99.7% will fall within three standard deviations of the mean.
Here given that, in a normal distribution, 95% of the data falls within 1 standard deviations of the mean, which is wrong because in the above description we states that, 95% will fall within two standard deviations of the mean.
So, the given statement is false.
Learn more about standard deviation here :
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