Analyzing the Setup
Imagine you are standing on a vast, flat plain with fifty distinct markers. We are given their collective relationship to a fixed anchor point at the number 30.
This is the essence of statistics: finding the hidden center of gravity in a sea of data. The mean represents the balance point where the sum of all deviations is zero.
The Algebraic Translation
We have n=50 observations, denoted as x1,x2,…,x50. We are given that the sum of their deviations from 30 is 50.
Mathematically, this is expressed as:
Using the linearity of the summation operator, we distribute the sigma sign:
The second term, ∑i=15030, represents a constant added to itself 50 times, which equals 50×30=1500. Our equation simplifies to:
By adding 1500 to both sides, we determine the total sum of all observations:
The Final Step
Calculating the Mean
Now that we have the total sum, finding the mean xˉ is straightforward. The mean is defined as the total sum divided by the number of observations:
Performing this division, the zeros cancel out, leaving us with 155/5, which equals 31.
The Pro Shortcut
The Assumed Mean Method
There is a faster, more elegant way to view this problem. Think of the mean as the 'Assumed Mean' (A) plus the average of the deviations.
If the sum of deviations is 50 across 50 observations, the average deviation is:
Average Deviation=5050=1
Therefore, the true mean is simply:
This 'Assumed Mean' method is a favorite among top-tier examiners because it tests your conceptual understanding of how the mean shifts. Whether you use the long-form algebra or this intuitive shortcut, you arrive at the same result: the mean is 31.