In: Statistics and Probability
For bone density scores that are normally distributed with a mean of 0 and a standard deviation of 1, find the percentage of scores that are a. significantly high (or at least 2 standard deviations above the mean). b. significantly low (or at least 2 standard deviations below the mean). c. not significant (or less than 2 standard deviations away from the mean).
a. The percentage of bone density scores that are significantly high is nothing%. (Round to two decimal places as needed.)
Solution:
Given: The bone density scores that are normally distributed with a mean of 0 and a standard deviation of 1.
Since mean is 0 and standard deviation is 1, given Normal variate can be treated as Standard Normal variate.
That is: Z = The bone density scores ~ Standard Normal distribution ( Mean = 0 , Standard deviation = 1).
Part a) find the percentage of scores that are significantly high (or at least 2 standard deviations above the mean).
That is find:
Look in z table for z = 2.0 and 0.00 and find corresponding area.
P( Z< 2.00 ) = 0.9772
thus
Part b) find the percentage of scores that are significantly low (or at least 2 standard deviations below the mean).
that is find:
Look in z table for z = -2.0 and 0.00 and find corresponding area.
P( Z< -2.00) = 0.0228
Thus
Part c) find the percentage of scores that are not significant (or less than 2 standard deviations away from the mean).
That is find: