Arithmetic Mean is Weighted Mean with Equal Weights
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Theorem
Let $S = \sequence {x_1, x_2, \ldots, x_n}$ be a set of real numbers.
Let $W$ be a weight function to be applied to the terms of $S$ such that:
- $\forall x \in S: \map W x = c$
Let $\bar x$ denote the weighted mean of $S$ with respect to $W$.
Then:
- $\bar x = A_n$
where $A_n$ denotes the arithmetic mean of $S$.
Proof
\(\ds \bar x\) | \(=\) | \(\ds \dfrac {\ds \sum_{i \mathop = 1}^n \map W {x_i} x_i} {\ds \sum_{i \mathop = 1}^n \map W {x_i} }\) | Definition of Weighted Mean | |||||||||||
\(\ds \) | \(=\) | \(\ds \dfrac {\ds \sum_{i \mathop = 1}^n c x_i} {\ds \sum_{i \mathop = 1}^n c}\) | by hypothesis | |||||||||||
\(\ds \) | \(=\) | \(\ds \dfrac {c \ds \sum_{i \mathop = 1}^n x_i} {c \ds \sum_{i \mathop = 1}^n 1}\) | Linear Combination of Indexed Summations | |||||||||||
\(\ds \) | \(=\) | \(\ds \dfrac {c \ds \sum_{i \mathop = 1}^n x_i} {c \cdot n}\) | Summation of Unity over Elements | |||||||||||
\(\ds \) | \(=\) | \(\ds \dfrac 1 n \ds \sum_{i \mathop = 1}^n x_i\) | dividing top and bottom by $c$ | |||||||||||
\(\ds \) | \(=\) | \(\ds A_n\) | Definition of Arithmetic Mean |
$\blacksquare$