A professor has learned that two students in her class of 15

deiteresfp

deiteresfp

Answered question

2021-12-12

A professor has learned that two students in her class of 15 will cheat on the exam. She decides to focus her attention on five randomly chosen students during the exam.
a. What is the probability that she finds at least one of the students cheating? (Round your final answers to 4 decimal places.) Probability ?
b. What is the probability that she finds at least one of the students cheating if she focuses on seven randomly chosen students? (Round your final answers to 4 decimal places.) Probability ?

Answer & Explanation

Kindlein6h

Kindlein6h

Beginner2021-12-13Added 27 answers

Step 1
Provided information is ;
p=Probability that student will cheat
q=1p=1215=1315
Probability density function of Binomial distribution is given by ;
P(X=x)=nCxpxqnx;x=0,1,2,n
Step 2
Calculation:
Given: p=215,q=1315
For Part a] :
Given: n=5
Probability that at least one of the students cheating i.e P(x1) is given by ;
P(x1)=1P(x<1)
=1P(x=0)
=1[5C0(215)0(1315)50]
=10.4889
=0.5111
Probability that at least one of the students cheating if she focuses on 5 randomly (n=5) chosen students i.e P(x1) is equal to 0.5111
For Part b] :
Given n=7
Probability that at least one of the students cheating i.e P(x1) is given by ;
P(x1)=1P(x<1)
=1P(x=0)
=1[7C0(215)0(1315)70]
=10.3672
=0.6328
Probability that at least one of the students cheating if she focuses on 7 randomly (n=7) chosen students i.e P(x1) is equal to 0.6328
macalpinee3

macalpinee3

Beginner2021-12-14Added 29 answers

Step 1
The probability of the variable X that says the number of students cheating follow a Binomial distribution, because there are:
10 randomly chosen students or n identical and independent events
A probability of 927 that the student is going to cheat or a probability of 13 of success
So, the probability P(x) that x students are going to cheat is calculated as:
P(x)=n!x!(nx)!×px×(1p)nx
P(x)=10!x!(10x)!×13x×(113)10x
Then, the probability P that she finds at least one of the students cheating is calculated as:
P=P(x1)=P(1)+P(2)+P(3)+P(4)+P(5)+P(6)+P(7)+P(8)+P(9)
That also can be calculated as:
P=P(x1)=1P(x<1)=1P(0)
Therefore, P(0) is calculated as:
P(0)=10!0!(100)!×130×(113)100
P(0)=0.0173
Finally, P is equal to:
P=10.0173=0.9827

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