In: Statistics and Probability
1) Let x be a continuous random variable that follows a normal distribution with a mean of 321 and a standard deviation of 41.
(a) Find the value of x > 321 so that the area under the normal curve from 321 to x is 0.2224.
Round your answer to the nearest integer.
The value of x is_______
(b) Find the value of x so that the area under the normal curve to the right of x is 0.3745.
Round your answer to the nearest integer.
The value of x is ______
2) A study has shown that 24% of all college textbooks have a
price of $80 or higher. It is known that the standard deviation of
the prices of all college textbooks is $10.00. Suppose the prices
of all college textbooks have a normal distribution. What is the
mean price of all college textbooks?
Round your answer to the nearest integer.
μ=
3) Use a table, calculator, or computer to find the specified area under a standard normal curve.
Round your answers to 4 decimal places.
a) More than a z-score of 2.48; area = _____________
b) More than a z-score of 1.7; area =_____________
c) More than a z-score of -0.41; area = _____________
d) More than a z-score of 00; area = _____________
4)
The highway police in a certain state are using aerial surveillance to control speeding on a highway with a posted speed limit of 55 miles per hour. Police officers watch cars from helicopters above a straight segment of this highway that has large marks painted on the pavement at 1-mile intervals. After the police officers observe how long a car takes to cover the mile, a computer estimates that cars speed. Assume that the errors of these estimates are normally distributed with a mean of 0 and a standard deviation of 3.58 miles per hour.
a. The state police chief has directed his officers not to issue a speeding citation unless the aerial units estimate of speed is at least 66 miles per hour. What is the probability that a car travelling at 61 miles per hour or slower will be cited for speeding?
Round your answer to four decimal places.
The probability that a car travelling at 61 miles per hour or slower will be cited for speeding is ______
b. Suppose the chief does not want his officers to cite a car for speeding unless they are 99% sure that it is travelling at 61 miles per hour or faster. What is the minimum estimate of speed at which a car should be cited for speeding?
Round your answer to the nearest integer.
The minimum estimate of speed is __
Solution:
Let x be a continuous random variable that follows a normal distribution with a mean of 321 and a standard deviation of 41.
a ]
We have to find the value of x > 321 so that the area under the normal curve from 321 to x is 0.2224.
P(321<Z<x)= 0.2224
P(Z<x)-P(Z<321)=0.2224
P(Z<x)= 0.2224+P(Z<321)
=0.2224+0.5 …….
=0.5224
X=323
In EXCEL,
P(Z<321)= NORMDIST(321,321,41,TRUE)= 0.5
P(Z<x) = F(x)
x= NORMINV(0.5224,321,41)=323.3033
b] we have to find the value of x so that the area under the normal curve to the right of x is 0.3745.
P(Z>x) =0.3745
1-P(Z< x)=0.3745
P(z< x)=1-0.3745
P(Z<x)= 0.6255
X=NORMINV(0.6255,321,41)
X=334.1183=334
2]
A study has shown that 24% of all college textbooks have a price of $80 or higher. σ =10
P(z>80)=0.24
P(z<80)=1-0.24=0.76
Z= (x-mean)/σ
0.76=(80-mean)/10
0.76*10=80-mean
Mean=80-7.6
Mean=72.4
μ=$72.4