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Question #40986
The Question
Let be the parameter matrix for two subgroups and , where and represent the number of observations and the arithmetic mean of subgroup (), respectively. Consider the matrices and . If the matrix transformation yields , find the combined arithmetic mean of the dataset formed by merging and .
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 ().
The trap lies in the extraction of the parameter matrix .
Students often incorrectly apply matrix inverses by commuting them (e.g., calculating instead of the strictly ordered ).
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
| Subject | Mathematics |
| Chapter | Statistics - Class 11 |
| Concept | Combined Mean of Subgroups |
| Difficulty | 8 |
| Cognitive Load | 7 |
| Target Solve Time | 160 sec |
| Access | Free |