Measures of Central Tendency and DispersionMCQPYQ Sep 24Question 3046 of 473
All Questions

For a moderately-skewed distribution, which of the following relationship holds?

Options

AMean - Mode = 3 (Mean - Median)
BMean - Mode = 3 (Mean - Median)
CMean - Median = 3 (Mean - Mode)
DMean - Median = 3 (Median - Mode)
For any discrepancies in this question, email contact@cadada.in

Correct Answer

✅ Option a — Mean - Mode = 3 (Mean - Median)

All Options:

  • AMean - Mode = 3 (Mean - Median)
  • BMean - Mode = 3 (Mean - Median)
  • CMean - Median = 3 (Mean - Mode)
  • DMean - Median = 3 (Median - Mode)

Ad

Detailed Solution & Explanation

**Step 1: Recall the empirical relationship (Karl Pearson's formula).** For a moderately skewed distribution: Mode=3×Median−2×Mean\text{Mode} = 3 \times \text{Median} - 2 \times \text{Mean} **Step 2: Rearrange.** Mean−Mode=2Mean+Mode−3Median+Mean−Mode\text{Mean} - \text{Mode} = 2\text{Mean} + \text{Mode} - 3\text{Median} + \text{Mean} - \text{Mode} More directly: Mean−Mode=2Mean−(3Median−2Mean)+Mean−Mean\text{Mean} - \text{Mode} = 2\text{Mean} - (3\text{Median} - 2\text{Mean}) + \text{Mean} - \text{Mean} Simply: Mode=3Median−2Mean\text{Mode} = 3\text{Median} - 2\text{Mean} Mean−Mode=Mean−3Median+2Mean=3Mean−3Median=3(Mean−Median)\text{Mean} - \text{Mode} = \text{Mean} - 3\text{Median} + 2\text{Mean} = 3\text{Mean} - 3\text{Median} = 3(\text{Mean} - \text{Median}) **Step 3: The correct formula.** Mean - Mode = 3(Mean - Median). Both Options A and B appear identical. The standard empirical formula is: Mean−Mode=3(Mean−Median)\text{Mean} - \text{Mode} = 3(\text{Mean} - \text{Median}) 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.

Related Comparison Tables

Mean vs Median vs Mode: Measures of Central TendencyFiscal Policy vs Monetary Policy: CA Foundation Economics

More Questions from Measures of Central Tendency and Dispersion

If the range of 28,22,40,20,15,50\displaystyle 28, 22, 40, 20, 15, 50 is

If the S.D. of the 1st\displaystyle 1^{st} n\displaystyle n natural numbers is 30\displaystyle \sqrt{30} then the value of n\displaystyle n is

If the variance of 5,7,9\displaystyle 5, 7, 9 and 11\displaystyle 11 is 4\displaystyle 4, then the coefficient of variation is:

A helicopter flies from A to B at the rate of 500 km/hr. and comes back at the rate 700 km/hr. The average speed of the helicopter is

If Arithmetic Mean (A.M.) and Geometric Mean (G.M.) of two numbers are 6.50 and 6 respectively, then the two numbers are

Which of the following is not a method of dispersion?

Ready to Master Measures of Central Tendency and Dispersion?

Practice all 473 questions with instant feedback, earn XP, track your streaks, and ace your CA Foundation exam.

Start Practicing — It's Free