Sigma Percentile
JEE Main 2019 (08 April Shift 2)
LEVELBoard

Animated Solution for Mathematics - Statistics: A student scores the following marks in five tests : 45, 54, 41, 57, 43. His score is not known for the sixth test. If the mean score is 48 in the six tests, then the standard deviation of the marks in six tests is

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Visualized Solution

Analyzing the Given Data

  • Five known test scores:
  • Total number of tests:
  • Mean of all 6 tests:

Formula for the Mean

  • Let the test score be .
  • The formula for the mean is:
  • We need to find to calculate the standard deviation.

Setting Up the Mean Equation

  • Substitute the known values into the mean formula:

Solving for the Score

  • Sum of the first 5 scores:

A Crucial Observation

  • The score is .
  • Notice that is exactly equal to the mean .
  • This will significantly simplify our variance calculation!

The Smart Variance Formula

  • Variance formula:
  • Instead of squaring large numbers, we will use deviations from the mean.
  • Deviation

Calculating Deviations

Squaring the Deviations

Summing the Squared Deviations

Calculating the Variance

Final Standard Deviation

  • Standard Deviation

The Sigma Insight: Variance and Standard Deviation

Solution Diagram

Analyzing the Setup

Imagine you are standing in a classroom, looking at a student's performance across six tests. You have the scores for five of them: , , , , and .
The sixth score is a complete mystery, yet you are given one vital piece of information: the mean score across all six tests is exactly . This is the heartbeat of your dataset.
The mean, denoted as , is defined as the sum of all observations divided by the total count . Mathematically, we write this as:
With and , we set up our equation:

Unlocking the Sixth Score

Let's break this down. The sum of the five known scores is .
Multiplying both sides of our equation by , we get:
A simple subtraction reveals that . This is a fascinating result, as the sixth score is exactly equal to the mean.
In the world of statistics, this is a gift. It means that when we calculate the deviation of this specific data point from the mean, the result will be zero, saving us precious effort in the next phase.

The Art of Deviation

Now, we move to the core of the problem: the standard deviation. We use the deviation method, calculating how far each score deviates from the mean: .
Let's calculate these deviations one by one:
- For : - For : - For : - For : - For : - For :
Now, we square each deviation to ensure all values are positive:
Summing these up, we get:

The Final Stretch

Variance to Standard Deviation
We are almost at the finish line. The variance is the average of these squared deviations:
The standard deviation is simply the square root of the variance:
Taking the square root of the numerator and denominator, we arrive at our final, elegant answer:
You have successfully navigated the trap of large numbers and arrived at the solution with precision. Remember, in JEE, the path of least resistance—like using deviations—is often the path to success.

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