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Question #41716

Difficulty: 8/10 | 🟢 Free

The Question

Let AA and BB be two disjoint events in a sample space such that P(A)=3P(B)P(A) = 3P(B). Consider three points in the Cartesian plane: V1=(P(A),P(B))V_1 = (P(A), P(B)), V2=(P(A∪B),P(A∩B))V_2 = (P(A \cup B), P(A \cap B)), and V3=(P(Ac),P(Bc))V_3 = (P(A^c), P(B^c)). Let MM be the 3×33 \times 3 matrix whose rows are (xi,yi,1)(x_i, y_i, 1) for i=1,2,3i=1,2,3, where (xi,yi)(x_i, y_i) are the coordinates of ViV_i in the standard (X,Y)(X, Y) coordinate system. Let D=det⁡(M)D = \det(M). A new coordinate system (X′,Y′)(X', Y') is defined by the transformation X′=X−P(A)X' = X - P(A) and Y′=P(B)−YY' = P(B) - Y. Let M′M' be the corresponding matrix using the coordinates of the same points in the (X′,Y′)(X', Y') system, and let D′=det⁡(M′)D' = \det(M'). If D−D′=14D - D' = \frac{1}{4}, what is the value of P(A∪B)P(A \cup B)?

Options

  • A.

    14\frac{1}{4}

  • B.

    12\frac{1}{2}

  • C.

    34\frac{3}{4}

  • D.

    1

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Correct Answer

Step-by-Step Solution

Explanation

How the Examiner Thinks

Bridge

Practice problems that bridge the gap between foundational theory and advanced practical application.

Concepts Behind This Question

Independent vs Disjoint Events|Area of Triangle via Determinants|Shifting Origin

Why This Question Is Tricky

Common Mistakes

This question integrates probability theory with coordinate geometry and linear algebra.

The core trap lies in the coordinate transformation Y′=P(B)−YY' = P(B) - Y.

Students often memorize that 'shifting the origin preserves the area of a triangle' and might incorrectly assume D′=DD' = D, leading to the contradictory equation 0=1/40 = 1/4.

However, the transformation involves both a translation and a reflection (scaling by -1 on the Y-axis).

This reflection flips the orientation of the vertices, thereby changing the sign of the determinant (D′=−DD' = -D).

Recognizing this invariant property is crucial to setting up the correct quadratic equation 4q−16q2=1/44q - 16q^2 = 1/4 and solving for the probability.

Quick Facts About This Question

Question Information

SubjectMathematics
ChapterProbability - Class 12
ConceptIndependent vs Disjoint Events
Difficulty8
Cognitive Load7
Target Solve Time160 sec
AccessFree