Sigma Percentile
JEE Advanced 1983
LEVELJEE Main

Animated Solution for Mathematics - Probability: are events such that . If , then show that lies in the interval .

Visualized Solution

Visualizing the Events

  • Given events with their respective probabilities.
  • We need to find the interval for .

The Inclusion-Exclusion Principle

  • Apply the Inclusion-Exclusion Principle for three events:

Substituting Known Values

  • Substitute the given values into the formula:

Summing the Constants

  • Group the positive terms:

Subtracting Known Intersections

  • Subtract the known intersection values:
  • Simplified Equation:

Applying Probability Bounds

  • We know the fundamental bound of probability:
  • And the given condition:

Setting up the Inequality

  • Combining the bounds, we get:
  • Substitute the simplified expression:

Solving the Inequality (Part 1)

  • Subtract from all parts of the inequality:

Solving the Inequality (Part 2)

  • Multiply by and reverse the inequality signs:

Final Range for

  • Rearranging for the final interval:
  • Hence Proved.

The Sigma Insight: Addition and Multiplication Theorems

Solution Diagram

The Dance of Probability

Unlocking the Inclusion-Exclusion Principle
Welcome, fellow traveler on the path of JEE Advanced mathematics. Today, we are not just solving a problem; we are exploring the elegant, interconnected nature of probability.
Often, when we look at events , , and , we see them as separate entities. But in the world of probability, they are dancers on a stage, constantly overlapping, influencing, and constraining one another.
Our goal today is to find the 'zone of possibility' for the intersection of and , given the constraints of their union.

Phase 1

The Geometry of Overlap
Imagine you have three circles on a piece of paper. If you want to calculate the total area covered by these circles—the union —you cannot simply add their individual areas.
If you add , you have counted the pairwise intersections like twice. To fix this, we subtract them.
But wait! By subtracting the pairwise intersections, we have now removed the central region—the intersection of all three, —one too many times. So, we must add it back.
This is the heart of the Inclusion-Exclusion Principle:
This formula is a correction mechanism for the human tendency to over-count. Let us breathe life into this equation with the values provided: , , , , , and .

Phase 2

The Algebraic Collapse
Now, let us substitute these values into our master equation. We are simplifying the chaos into order:
Let us group the constants. First, the positive terms: . Now, the negative terms: .
When we subtract these, we get . Suddenly, our complex expression collapses into something beautifully simple:
This is the moment of clarity. We have successfully linked the union of our three events directly to the unknown intersection .

Phase 3

The Constraint of Reality
Here is where the physics of probability takes over. We are told that . But we also know an implicit truth: the probability of any event cannot exceed .
Therefore, we have a 'sandwich' constraint:
Substitute our simplified expression into this inequality:
We are now solving for . To isolate it, we subtract from all parts of the inequality:

Phase 4

The Final Transformation
We are almost at the finish line. We have bounded between and . To find , we multiply the entire inequality by .
Remember, when you multiply an inequality by a negative number, the direction of the inequality signs must flip. It is a fundamental rule of algebra that protects the integrity of the number line:
Rearranging this to the standard format, we arrive at our destination:
We have proven it. The probability of and occurring together is not a fixed point, but a range of possibilities dictated by the constraints of the union. You have navigated the Inclusion-Exclusion Principle, handled the algebraic constraints, and emerged with the correct interval.

Similar Questions

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The probabilities of three events and are given by and If and , where , then lies in the interval :

(A)
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Let be three independent events in a sample space. The probability that only occur is , only occurs is and only occurs is . Let be the probability that none of the events occurs and these 4 probabilities satisfy the equations and (All the probabilities are assumed to lie in the interval ). Then is equal to

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and are events such that then is

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For three events A, B and C, P(Exactly one of A or B occurs) = P(Exactly one of B or C occurs) = P(Exactly one of C or A occurs) = and P(All the three events occur simultaneously) = . Then the probability that at least one of the events occurs, is:

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(B)
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(D)