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
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
Solution
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: