In: Statistics and Probability
Question 12
A student takes an 8-question, true-false exam and guesses on each question. Find the probability of passing if the lowest passing grade is 6 correct out of 8.
a. |
0.109 |
|
b. |
0.227 |
|
c. |
0.144 |
|
d. |
0.164 |
Question 13
R.H. Bruskin Associates Market Research found that 30% of Americans do not think having a college education is important to succeed in the business world. If a random sample of 5 Americans is selected, find this probability: At most three people will agree with that statement.
a. |
0.811 |
|
b. |
0.837 |
|
c. |
0.499 |
|
d. |
0.969 |
Question 14
R.H. Bruskin Associates Market Research found that 30% of Americans do not think having a college education is important to succeed in the business world. If a random sample of 5 Americans is selected, find this probability: At least two people will agree with that statement.
a. |
0.471 |
|
b. |
0.936 |
|
c. |
0.829 |
|
d. |
0.811 |
Question 15
In a restaurant, a study found that 25% of all patrons smoked. If the seating capacity of the restaurant is 80 people, find the variance of the number of smokers.
a. |
3.87 |
|
b. |
19.8 |
|
c. |
15 |
|
d. |
4.45 |
a)
A student takes an 8-question, true-false exam and guesses on each question.
Thus he have 2 choises , Probability of selecting TRUE is 0.5 and Probability of selecting FALSE is 0.5
Now we need to find probability of passing if the lowest passing grade is 6 correct out of 8.
Now Let p be probability of sucess .
Here let p be probability of selecting option TRUE
Thus p=0.5
We have 8 question , thus n = 8
It follows binomial process with n =8 and p =0.5
We need to find getting 6 correct out of 8. i.e x=6
X ~ B( n=6 , p=0.5 )
P(X=x) =
Thus required probability will be given by
P( X=6 ) = = 28 * 0.56 * 0.52 { p=0.5 and = 28
P( X=6 ) = 0.109375
Hence required Probability is 0.109375
Thus , probability of passing if the lowest passing grade is 6 correct out of 8 0.109
Correct option a) 0.109
b)
let p be probability of succes
30% of Americans do not think having a college education is important to succeed in the business world .
Then p =0.30
Random sample of 5 Americans is selected, hence n=5
We need to find this probability: At most three people will agree with that statement.
Thus we need to find probabilty than 3 or less than 3 people will agree with that statement.
Here X ~ B( n =5 , p=0.3)
P(X=x) =
Thus required probability will be given by
P( X 3 ) = P( X = 0 ) + P( X = 1 ) + P( X = 2 ) + P( X = 3 )
= + + +
= 0.16807 + 0.36015 + 0.3087 + 0.1323
P( X 3 ) = 0.96922
Hence required Probability is 0.96922
Thus Probability that At most three people will agree with that statement is 0.96922
Correct option d) 0.969
c)
This time p =0.3 , n =5
We need to find probability: At least two people will agree with that statement.
Thus this time we need to find probabilty than 2 or more than 2 people will agree with that statement.
Here X ~ B( n =5 , p=0.3)
P(X=x) =
We need to find
P( X 2) = 1 - P( X < 2 )
Now , 1 - P( X < 2 ) = 1 - P( X = 0 ) - P( X = 1 )
= 1 - -
= 1 - 0.16807 - 0.36015
1 - P( X < 2 ) = 0.47178
Hence , P( X 2) = 1 - P( X < 2 ) = 0.47178
P( X 2) = 0.47178
Hence required Probability is 0.47178
Thus Probability that At least two people will agree with that statement. is 0.47178
Correct option a) 0.471
d)
In a restaurant, a study found that 25% of all patrons smoked.
let p be probability of smokers , thus p=0.25
Seating capacity of the restaurant is 80 people , thus n=80
Need to find the variance of the number of smokers
For these case X ~ B( n =80 , p =0.25 )
Variance is gven by
Var(X) = n * p * ( 1-p )
Var(X) = 80 * 0.25 * 0.75 = 15
Var(X) = 15
Hence , the variance of the number of smokers is 15
Correct option is c) 15