Select the correct answer.
Consider the following data set:
5, 33, 25, 55, 96, 75, 23, 69, 37, 17, 12.
A random sample of size 4 is drawn from the data set. It yields the following numbers: 5, 33, 17, and 23.
What is the population proportion greater than the number 20?
A.
33
B.
40.6
C.
29.2
OD.
50
E. 72.7



Answer :

To solve the given problem, let's determine the population proportion of numbers greater than 20 in the data set.

1. Identify the data set:
[tex]\[ \{5, 33, 25, 55, 96, 75, 23, 69, 37, 17, 12\} \][/tex]

2. Count the total number of elements in the data set:
The data set contains 11 elements.

3. Determine the number of elements greater than 20:
- The elements greater than 20 are: 33, 25, 55, 96, 75, 23, 69, 37
- Counting these elements, we have: 8 elements greater than 20

4. Calculate the population proportion of elements greater than 20:
Population proportion [tex]\( p \)[/tex] is calculated as:
[tex]\[ p = \left(\frac{\text{Number of elements greater than 20}}{\text{Total number of elements}}\right) \times 100 \][/tex]
Substituting the values:
[tex]\[ p = \left(\frac{8}{11}\right) \times 100 \][/tex]

5. Perform the calculation:
[tex]\[ \frac{8}{11} \approx 0.7273 \][/tex]
[tex]\[ 0.7273 \times 100 = 72.73 \][/tex]

6. Compare the calculated proportion with the provided options:
The options are:
- A. 33
- B. 40.6
- C. 29.2
- D. 50
- E. 72.7

The calculated population proportion (72.73%) is closest to option E: 72.7.

Therefore, the correct answer is E. 72.7.