Question

In: Statistics and Probability

What is the probability that a randomly selected CMSU student will be male? The Student News...

What is the probability that a randomly selected CMSU student will be male?
The Student News Service at Clear Mountain State University (CMSU) has decided to gather data about the undergraduate students that attend CMSU. CMSU creates and distributes a survey of 14 questions and receives responses from 62 undergraduates

What is the probability that a randomly selected CMSU student will be female?
Find the conditional probability of different majors among the male students in CMSU.
Find the conditional probability of different majors among the female students of CMSU.
Find the conditional probability of intent to graduate, given that the student is a male.
Find the conditional probability of intent to graduate, given that the student is a female.
Find the conditional probability of employment status for the male students as well as for the female students.
Find the conditional probability of laptop preference among the male students as well as among the female students.

ID Gender Age Class Major Grad Intention GPA Employment Salary Social Networking Satisfaction Spending Computer Text Messages
1 Female 20 Junior Other Yes 2.9 Full-Time 50 1 3 350 Laptop 200
2 Male 23 Senior Management Yes 3.6 Part-Time 25 1 4 360 Laptop 50
3 Male 21 Junior Other Yes 2.5 Part-Time 45 2 4 600 Laptop 200
4 Male 21 Junior CIS Yes 2.5 Full-Time 40 4 6 600 Laptop 250
5 Male 23 Senior Other Undecided 2.8 Unemployed 40 2 4 500 Laptop 100
6 Female 22 Senior Economics/Finance Undecided 2.3 Unemployed 78 3 2 700 Laptop 30
7 Female 21 Junior Other Undecided 3 Part-Time 50 1 3 500 Laptop 50
8 Female 22 Senior Other Undecided 3.1 Full-Time 80 1 2 200 Tablet 300
9 Female 20 Junior Management Yes 3.6 Unemployed 30 0 4 500 Laptop 400
10 Female 21 Senior Economics/Finance Undecided 3.3 Part-Time 37.5 1 4 200 Laptop 100
11 Female 23 Senior Economics/Finance Yes 2.8 Full-Time 50 2 5 400 Laptop 200
12 Male 21 Senior Undecided No 3.5 Full-Time 37 2 3 500 Laptop 100

Solutions

Expert Solution

We have a data set consisting of 12 entries. So for all purpose, the sample size is n(S) = 12. This will therefore be the denominator for all problems, unless sample size itself gets changed.

1. What is the probability that a randomly selected CMSU student will be male?

We observe there are 5 males. Hence, the probability is 5/12

2. What is the probability that a randomly selected CMSU student will be female?

Since the remaining 7 are female, hence the probability is 7/12

3. Find the conditional probability of different majors among the male students in CMSU.

Out of the 5 males, one is undecided. Among the remaining, there are three different majors - Management, CIS and Others.

P (Management | Male) = 1/5

P (CIS | Male) = 1/5

P (Other | Male) = 2/5

P (Undecided | Male) = 1/5

4. Find the conditional probability of different majors among the female students of CMSU.

Among the females, everyone is decided and we see Economics/Finance instead of CIS.

P (Management | Female) = 1/7

P (Economics/Finance | Female) = 3/7

P (Other | Female) = 3/7

5. Find the conditional probability of intent to graduate, given that the student is a male.

P (GradIntention Yes | Male) = 3/5

P (GradIntention No | Male) = 1/5

P (GradIntention Undecided | Male) = 1/5

6. Find the conditional probability of intent to graduate, given that the student is a female.

P (GradIntention Yes | Female) = 3/7

P (GradIntention Undecided | Female) = 4/7

7. Find the conditional probability of employment status for the male students as well as for the female students.

There are three different status: Part-Time, Full-Time and Unemployed

P (Part-Time| Male) = 2/5

P (Full-Time | Male) = 2/5

P (Unemployed | Male) = 1/5

P (Part-Time| Female) = 2/7

P (Full-Time | Female) = 3/5

P (Unemployed | Female) = 2/5

8. Find the conditional probability of laptop preference among the male students as well as among the female students.

Among the males, everyone prefers a laptop and among females, one prefers tablet instead of laptop.

P (Laptop | Male) = 1

P (Laptop | Female) = 6/7

P (Tablet | Female) = 1/7


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