Sigma Percentile
JEE Main 2019 (12 January Shift 1)
LEVELBoard

Animated Solution for Mathematics - Statistics: If the sum of the deviations of 50 observations from 30 is 50, then the mean of these observation is :

Select Answer:

Visualized Solution

Visualizing the Data

  • Total number of observations, .
  • The deviations are measured from a reference point, .

Defining Deviation

  • Deviation of an observation from is .
  • The sum of all these deviations is given as .

Setting up the Equation

  • Mathematically, this is written as:

Distributing the Summation

  • Apply the distributive property of the summation operator:

Evaluating the Constant Sum

  • The sum of a constant added times is .
  • Therefore,

Finding the Sum of Observations

  • Isolate the sum of observations :

Calculating the Mean

  • The formula for the mean is
  • Substitute the values:

The Assumed Mean Shortcut

  • Alternative Method:
  • Where (Assumed Mean) and

The Sigma Insight: Measures of Central Tendency (Mean, Median, Mode)

Solution Diagram

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 .
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 observations, denoted as . We are given that the sum of their deviations from is .
Mathematically, this is expressed as:
Using the linearity of the summation operator, we distribute the sigma sign:
The second term, , represents a constant added to itself times, which equals . Our equation simplifies to:
By adding 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 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 , 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' () plus the average of the deviations.
If the sum of deviations is across observations, the average deviation is:
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.

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