In a set of 2n observations the geometric mean of first 'n' observations is 81 and the geometric mean of remaining n-observations is 16 then the geometric mean of all 2n observations is
Show Hint
If two groups have the same number of observations, their combined Geometric Mean is simply the Geometric Mean of their individual Geometric Means: $G = \sqrt{G_{1} \cdot G_{2}}$. This shortcut saves you from dealing with $n$ and $2n$ during the exam.
This problem requires calculating the combined Geometric Mean (G.M.) of two groups of equal size. Step 1: \color{redDefine the G.M. for each group
Let the first group of $n$ observations be $x_{1}, \dots, x_{n}$.
$G_{1} = (\prod_{i=1}^{n} x_{i})^{1/n} = 81$.
Let the second group of $n$ observations be $x_{n+1}, \dots, x_{2n}$.
$G_{2} = (\prod_{i=n+1}^{2n} x_{i})^{1/n} = 16$. Step 2: \color{redCalculate the product of terms in each group
From the definitions in Step 1, we can find the total product of the observations:
Product of Group 1: $P_{1} = \prod_{i=1}^{n} x_{i} = (G_{1})^{n} = 81^{n}$.
Product of Group 2: $P_{2} = \prod_{i=n+1}^{2n} x_{i} = (G_{2})^{n} = 16^{n}$. Step 3: \color{redFormulate the combined Geometric Mean
The G.M. of the entire set of $2n$ observations ($G_{total}$) is the $2n$-th root of the product of all terms:
$G_{total} = (P_{1} \cdot P_{2})^{1/(2n)}$.
Substituting the values from Step 2:
$G_{total} = (81^{n} \cdot 16^{n})^{1/(2n)}$. Step 4: \color{redSimplify the Power Expression
$G_{total} = [(81 \cdot 16)^{n}]^{1/(2n)}$.
$G_{total} = (81 \cdot 16)^{n/2n} = (81 \cdot 16)^{1/2}$.
This is equivalent to the square root of the product:
$G_{total} = \sqrt{81} \cdot \sqrt{16}$.
$G_{total} = 9 \cdot 4 = 36$.
The combined geometric mean is 36, which matches Option (4).