Questions: A population consists of 14 observations. Fix the sample size as 4 , if order is not important, the total number of possible samples using simply random sampling method is (A) 24040 (B) 3632428800 (C) 1000 (D) 1001

A population consists of 14 observations. Fix the sample size as 4 , if order is not important, the total number of possible samples using simply random sampling method is
(A) 24040
(B) 3632428800
(C) 1000
(D) 1001
Transcript text: A population consists of 14 observations. Fix the sample size as 4 , if order is not important, the total number of possible samples using simply random sampling method is (A) 24040 (B) 3632428800 (C) 1000 (D) 1001
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Solution

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Solution Steps

To determine the total number of possible samples when the order is not important, we need to calculate the number of combinations of 14 items taken 4 at a time. This can be done using the combination formula, which is given by \( C(n, k) = \frac{n!}{k!(n-k)!} \), where \( n \) is the total number of items, and \( k \) is the number of items to choose.

Step 1: Determine the Combination Formula

To find the total number of possible samples of size \( k = 4 \) from a population of size \( n = 14 \), we use the combination formula:

\[ C(n, k) = \frac{n!}{k!(n-k)!} \]

Step 2: Substitute Values into the Formula

Substituting \( n = 14 \) and \( k = 4 \) into the formula gives:

\[ C(14, 4) = \frac{14!}{4!(14-4)!} = \frac{14!}{4! \cdot 10!} \]

Step 3: Calculate the Combinations

Calculating the factorials, we find:

\[ C(14, 4) = \frac{14 \times 13 \times 12 \times 11}{4 \times 3 \times 2 \times 1} = \frac{24024}{24} = 1001 \]

Final Answer

The total number of possible samples is \\(\boxed{1001}\\).

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