Probability
Classical Probability
Grade 12

Question:

<p>Let \(S\) be the set of all \(3 \times 3\) matrices having 3 entries equal to 1 and 6 entries equal to 0. A matrix \(M\) is picked uniformly at random from the set \(S\). Then the correct statement(s) is(are):</p>
<p>total number of matrices in the set \(S\) is 84</p>
<p>probability that \(M\) is non-singular \(= \dfrac{1}{14}\)</p>
<p>probability that \(M\) is identity matrix \(= \dfrac{1}{14}\)</p>
<p>probability that \(M\) has trace equal to \(0 = \dfrac{5}{21}\)</p>

Step-by-Step Solution

Key Concept: Count total matrices in S using combinations C(9,3), then for each statement identify the favorable cases by analyzing structural constraints (row/column independence, determinant properties, rank conditions).
<p><strong>Step 1: Total matrices in S</strong></p><p>Total ways to place 3 ones in 9 positions: C(9,3) = 84</p><p><strong>Step 2: Analyze statement A - P(all 1s in different rows and columns)</strong></p><p>If each of 3 rows has exactly one 1, and each of 3 columns has exactly one 1, we get permutation matrices (3! = 6 such matrices). These all have rank 3.</p><p>P(A) = 6/84 = 1/14 ✓ Statement A is correct.</p><p><strong>Step 3: Analyze statement B - P(matrix has rank 1)</strong></p><p>Rank 1 requires all 1s in a single row or single column: 3 rows + 3 columns = 6 matrices.</p><p>P(B) = 6/84 = 1/14 ✗ Statement B is incorrect.</p><p><strong>Step 4: Analyze statement D - P(all three 1s in the same row)</strong></p><p>Three 1s can be placed in one row in 3 ways (choose which row). For each row, there's only 1 way to place all three 1s.</p><p>Number of such matrices = 3</p><p>P(D) = 3/84 = 1/28 ✓ Statement D is correct.</p><p><strong>Step 5: Analyze statement C - P(matrix is singular)</strong></p><p>A 3×3 matrix with only three 1s and six 0s has rank ≤ 2 (cannot have full rank unless distributed as permutation). Most configurations give rank < 3, making matrix singular. This requires detailed case analysis, and typically P(C) ≠ given option.</p><p>∴ Answer: ABD</p>
Correct Answer: ABD

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