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Question #40986

Difficulty: 8/10 | 🟢 Free

The Question

Let M=(xˉ1n1n2xˉ2)M = \begin{pmatrix} \bar{x}_1 & n_1 \\ n_2 & \bar{x}_2 \end{pmatrix} be the parameter matrix for two subgroups G1G_1 and G2G_2, where nin_i and xˉi\bar{x}_i represent the number of observations and the arithmetic mean of subgroup GiG_i (i=1,2i=1,2), respectively. Consider the matrices A=(1235)A = \begin{pmatrix} 1 & 2 \\ 3 & 5 \end{pmatrix} and B=(2111)B = \begin{pmatrix} 2 & 1 \\ 1 & 1 \end{pmatrix}. If the matrix transformation T(M)=BMAT(M) = B M A yields T(M)=(255445180315)T(M) = \begin{pmatrix} 255 & 445 \\ 180 & 315 \end{pmatrix}, find the combined arithmetic mean of the dataset formed by merging G1G_1 and G2G_2.

Options

  • A.

    20

  • B.

    21

  • C.

    22

  • D.

    23

Check Your Answer

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

Combined Mean of Subgroups|Matrix Multiplication Non-Commutativity|Matrix Equality

Why This Question Is Tricky

Common Mistakes

This question integrates matrix algebra with statistics, specifically targeting the non-commutative property of matrix multiplication (AB≠BAAB \neq BA).

The trap lies in the extraction of the parameter matrix MM.

Students often incorrectly apply matrix inverses by commuting them (e.g., calculating M=A−1DB−1M = A^{-1} D B^{-1} instead of the strictly ordered M=B−1DA−1M = B^{-1} D A^{-1}).

Falling for this trap yields negative subgroup sizes, forcing students to re-evaluate their matrix operation order before successfully applying the combined mean formula.

Quick Facts About This Question

Question Information

SubjectMathematics
ChapterStatistics - Class 11
ConceptCombined Mean of Subgroups
Difficulty8
Cognitive Load7
Target Solve Time160 sec
AccessFree