In: Statistics and Probability
Suppose the scores of students on an exam are normally distributed with a mean of 340 and a standard deviation of 57. Then according to the Empirical Rule approximately 99.7 of the exam scores lie between the integers and .
In this problem we're given that the scores of students on an exam are normally distributed with mean of 340 and standard deviation of 57.
The Empirical Rule says that, in a Normal data set, virtually every piece of data, will fall within three standard deviations of the mean.So, 99.7%(nearly all the data) exam scores fall within three standard deviations of the mean(known as the 3-sigma limit).The 0.3% the remains is used to account for outliers, which exist in almost every data set.
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Then according to the Empirical Rule approximately 99.7 of the exam scores lie between the integers 169 and 511.
Let, X: be the random variable denoting the scores of students on an exam.
Now,
%
Hence, then according to the Empirical Rule approximately 99.7 of the exam scores lie between the integers 169 and 511.
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