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Population: mean is 500 and the deviation is 100.
P(400 ≤ x ≤ 600) = P(-1 ≤ z ≤ 1) = P(z ≤ 1) - P(z ≤ -1) = .8413 - .1587 = .6826
For the normal distribution: Below: z = 0, z = ± 1, z= ±2 , z= ±3 are plotted.
Area under the standard normal curve to the left of the particular z is P(z)
Note: z = 0 (x value: the mean) 50% of the area under the curve is to the left and 50% to the right
one standard deviation from the mean accounts for about 68% of the set
two standard deviations from the mean account for about 95%
and three standard deviations from the mean account for about 99.7%.