Sigma Percentile
JEE Main 2022 (27 June Shift 1)
LEVELJEE Main

Animated Solution for Mathematics - Probability: Let be a random variable having binomial distribution . If , then the sum of the mean and the variance of is:

Select Answer:

Visualized Solution

  • Given:
  • Number of trials
  • Success probability
  • Failure probability

Formula

  • Binomial Probability Formula:
  • where

and

  • For :
  • For :

Applying the Condition

  • Given Condition:
  • Substituting the values:

Simplifying

  • Property:
  • Since , we have
  • The equation simplifies to:

Solving for and

  • Dividing both sides by :
  • Since :

Finding and

Mean and Variance Formulas

  • Mean
  • Variance
  • We need to find:

Calculating Mean

  • Mean

Calculating Variance

  • Variance

Final Sum Calculation

  • Sum
  • Sum
  • Sum

The Sigma Insight: Binomial Distribution

Solution Diagram

Analyzing the Setup

Welcome, my dear student, to the fascinating world of probability. Today, we are going to explore the Binomial Distribution, a cornerstone of statistical mechanics and decision theory.
Imagine a random variable that follows a binomial distribution . This means we are conducting independent trials, where each trial has a probability of success and a probability of failure .
The probability of getting exactly successes is given by the elegant formula:
This formula is our recipe for success.

The Algebraic Dance

The problem presents us with a beautiful condition: . This is not just an equation; it is a constraint that defines the very nature of our distribution.
For , we have . For , we have .
Now, we set them equal according to the condition:
We invoke the symmetry property of combinations: . Since , we know that is exactly equal to .
They cancel out! We are left with . Dividing both sides by , we get the remarkably simple relation:
Since we know , we can substitute this to get , which leads us directly to , or . Consequently, .

The Final Synthesis

Now that we have unlocked the values of and , the rest is a victory lap. The problem asks for the sum of the mean and the variance of .
For a binomial distribution, the mean is , and the variance is . Calculating the mean, we get:
Calculating the variance, we get:
Finally, we sum them:
And there you have it! Through the power of symmetry and algebraic simplification, we have arrived at the final answer of . Remember, in JEE, the math is never just about calculation; it is about finding the elegant path through the complexity.

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