In: Statistics and Probability
The resistances of carbon resistors of 1500 (in ohms) nominal value are normally distributed with mean μ = 1500 and σ = 200. Within plus and minus what amount around the mean do 80 percent of resistances fall?
Solution:-
Given that,
mean = = 1500
standard deviation = = 200
Using standard normal table,
P( -z < Z < z) = 80%
= P(Z < z) - P(Z <-z ) = 0.80
= 2P(Z < z) - 1 = 0.80
= 2P(Z < z) = 1 + 0.80
= P(Z < z) = 1.80 / 2
= P(Z < z) = 0.90
= P(Z < 1.28 ) = 0.90
= z ± 1.28
Using z-score formula,
x = z * +
x = -1.28 * 200 + 1500
x = 1244
Using z-score formula,
x = z * +
x = 1.28 * 200 + 1500
x = 1756
The 80% of resistances fall between 1244 and 1756