In: Statistics and Probability
Questions A and B must be answered using a pencil and paper.
A.) A manufacturing line is powered by an electrical plant. The burning rate of the plant is approximately normally distributed with a variance of 4 cm/sec2 and a mean of 50 cm/sec. What is the probability that the mean burning rate will be between 46 cm/sec and 50cm/sec?
B.) The burning rate of the plant was sampled 25 times. What is the probability that the sample mean will be above 51.3 cm/sec?
Solution :
Given that,
mean = = 50
variance = 2 = 4
standard deviation = = 2
a ) P (46 < x < 331 )
P ( 46 - 50 / 2) < ( x - / ) < ( 50 - 50 / 2)
P ( - 4 / 2 < z < 0 / 2 )
P (-2 < z < 0)
P ( z < 0 ) - P ( z < -2)
Using z table
= 0.5000 - 0.0228
= 0.4772
Probability = 0.4772
b ) n =25
=50
= / n = 2 25 = 0.4
P ( > 51.3 )
= 1 - P ( < 51.3 )
= 1 - P ( - / ) < ( 51.3 - 50 / 0.4 )
= 1 - P ( z < 1.3 / 0.4 )
= 1 - P ( z < 3.25)
Using z table
= 1 - 0.9994
= 0.0006
Probability = 0.0006