To obtain: The probability that at most 80 drivers will

beljuA

beljuA

Answered question

2021-09-27

To obtain: The probability that at most 80 drivers will say yes.
Given info:
The number of drivers selected in the United States is 200 and the drivers said yes for the given question is 0.47.

Answer & Explanation

Nathaniel Kramer

Nathaniel Kramer

Skilled2021-09-28Added 78 answers

Calculation:
The drivers said yes for the given question p is 0.47.
The adults said no for the given question q is 0.53.
The requirements to check whether the normal distribution can be used for approximate the distribution of x, the binomial random variable are np5 and nq5.
That is,
Condition 1: np5
Condition 2: nq5
Condition 1: np5
Substitute 200 for n and 0.47 for p in the np.
np=200×0.47
=94
>5
Thus, the given requirement np(=94)5 is satisfied.
Condition 2: nq5
Substitute 200 for n and 0.53 for q in the nq.
nq=200×0.53
=106
>5
Thus, the given requirement nq(=106)5 is satisfied.
Since the requirements that np5 and nq5 both are satisfied. Thus, the normal distribution can be used to approximate the binomial distribution.
That is, the probability from a binomial probability distribution can be approximated by using normal distribution with the parameters are, μnp and σ=npq.
The value of mean and standard deviation is,
μ=200×0.47
=94
σ=200×0.47×0.53
=49.82
=7.058
Here, at most 80 drivers will say yes represents the binomial random variable x is more than 30.
Continuity correction:
If the binomial probability represents "at more c" then the normal probability is P(x<c+0.5) for any number c.
By using continuity correction, the value 0.5 is added to the value of 80.
That is, c=80
P(x80)=P(x<80+0.5)
=P(x<80.5)
Here, P(x<80.5) represents the area to the left of 80.5.
The formula to convert the x value into z score is,
z=xμσ
Substitute 80.5 for x, 94 for μ and 7.058 for σ
z=80.5947.058
=13.57.058 NKS =1.91
The probability that at most 80 drivers will say yes is obtained by finding area to the left of -1.91.
Use Table 4: Standard normal distribution to find the area to the left of -1.91.
Procedure:
- Locate -1.9 in the left column of the Table 4.
- Obtain the value in the corresponding row below 0.01.
That is, P(z<1.91)=0.0281
Thus, the probability that at most 80 drivers will say yes is 0.0281.

Do you have a similar question?

Recalculate according to your conditions!

New Questions in High school probability

Ask your question.
Get an expert answer.

Let our experts help you. Answer in as fast as 15 minutes.

Didn't find what you were looking for?