Assume that Richter scale magnitudes of earthquakes are normally distributed with a mean of 1.925 and a standard deviation of 0.317. Use the appropriate z-score table when necessary.
a.) What is the z score that corresponds to a Richter scale magnitude of 1.811? (round to two decimal places)
z = Answer
b.) What Richter scale magnitude (to three decimal places) would correspond to a z-score of 1.8?
Answer
c.) What is the probability of an earthquake having a Richter scale magnitude less than 1.811? (round to four decimal places)
probability = Answer
d.) What is the Richter scale magnitude that is associated to the bottom 1.2% of earthquakes. (round to three decimal places)
Answer
Solution :
Given that ,
mean = = 1.925
standard deviation = = 0.317
a.)
x = 1.811
z = x - / = 1.811 - 1.925 / 0.317 = -0.36
z = -0.36
b.)
x = 1.8
z = x - / = 1.8 - 1.925 / 0.317 = -0.394
Answer = -0.394
c.)
P(x < 1.811) = P[(x - ) / < (1.811 - 1.925) / 0.317]
= P(z < -0.36)
= 0.3594
Probability = 0.3594
d.)
Using standard normal table ,
P(Z < z) = 1.2%
P(Z < -2.26) = 0.012
z = -2.26
Using z-score formula,
x = z * +
x = -2.26 * 0.317 + 1.925 = 1.209
Answer = 1.209
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