Measures of Central Tendency and DispersionMCQPYQ June 22Question 3134 of 473
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AM and Coefficient of variation of x\displaystyle x is 10 and 40. What is the variance 302x\displaystyle 30-2x?

Options

A64\displaystyle 64
B56\displaystyle 56
C49\displaystyle 49
D81\displaystyle 81
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Correct Answer

Option a64\displaystyle 64

All Options:

  • A64\displaystyle 64
  • B56\displaystyle 56
  • C49\displaystyle 49
  • D81\displaystyle 81

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Detailed Solution & Explanation

**Given:** AM of x\displaystyle x = 10, CV of x\displaystyle x = 40 **Step 1: Find SD of x\displaystyle x.** CV=σxxˉ×100CV = \frac{\sigma_x}{\bar{x}} \times 100 40=σx10×10040 = \frac{\sigma_x}{10} \times 100 σx=40×10100=4\sigma_x = \frac{40 \times 10}{100} = 4 **Step 2: Find variance of x\displaystyle x.** Var(x)=σx2=16\text{Var}(x) = \sigma_x^2 = 16 **Step 3: Find variance of y=302x\displaystyle y = 30 - 2x.** Using the property: Var(a+bx)=b2Var(x)\displaystyle \text{Var}(a + bx) = b^2 \cdot \text{Var}(x) (the constant a\displaystyle a does not affect variance). Here a=30\displaystyle a = 30, b=2\displaystyle b = -2: Var(302x)=(2)2Var(x)=4×16=64\text{Var}(30 - 2x) = (-2)^2 \cdot \text{Var}(x) = 4 \times 16 = 64 Hence, **Option A** is the correct answer.

About This Chapter: Measures of Central Tendency and Dispersion

Paper

Paper 3: Quantitative Aptitude

Weightage

12-15 Marks

Key Topics

Mean, Median, Mode, Range, Mean Deviation, Standard Deviation

The core foundation of Statistics. This chapter covers Mean (Arithmetic, Geometric, Harmonic), Median, Mode, and their properties. It also explores measures of spread like Range, Mean Deviation, Standard Deviation, and Quartile Deviation.

View Official ICAI Syllabus

Exam Strategy Tip

Do not just memorize formulas; ICAI loves asking about the mathematical properties (e.g., 'sum of deviations from the AM is always zero'). You can usually eliminate 2 options just by knowing the properties.

Key Concepts to Understand

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