In: Statistics and Probability
The per capita energy consumption level (in kilowatt-hours) in a certain country for a recent year can be approximated by a normal distribution, as shown in the figure. (a) What consumption level represents the 7th percentile? (b) What consumption level represents the 21st percentile? (c) What consumption level represents the third quartile? mean=2302 SD=584.5
Given that,
mean = = 2302
standard deviation = = 584.5
Using standard normal table,
P(Z < z) = 7%
= P(Z < z) = 0.07
= P(Z <-1.48 ) = 0.07
z = -1.48 Using standard normal table,
Using z-score formula
x= z * +
x= -1.48*584.5+2302
x= 1436.94
x=1437
(B)
Using standard normal table,
P(Z < z) = 21%
= P(Z < z) = 0.21
= P(Z <-0.81) = 0.21
z = -0.81 Using standard normal table,
Using z-score formula
x= z * +
x= -0.81 *584.5+2302
x= 1828.555
x=1829
(C)
The z dist'n Third quartile is,
P(Z < z) = 75%
= P(Z < z) = 0.75
= P(Z < 0.67 ) = 0.75
z = 0.67
Using z-score formula,
x = z * +
x = 0.67 * 584.5+2302
x = 2693.615
x=2694