What is the best reason to use median as the measure of central tendency when re

Question

What is the best reason to use median as the measure of central tendency when reporting average family income, say for a given city on a particular year?
Select one: a. Income is a continuous variable. b. The distribution of income is expected to be mesokurtic. c. The distribution of income is expected to be multimodal. d. The distribution of income is expected to be skewed. What is the best reason to use median as the measure of central tendency when reporting average family income, say for a given city on a particular year?
Select one: a. Income is a continuous variable. b. The distribution of income is expected to be mesokurtic. c. The distribution of income is expected to be multimodal. d. The distribution of income is expected to be skewed. What is the best reason to use median as the measure of central tendency when reporting average family income, say for a given city on a particular year?
Select one: a. Income is a continuous variable. b. The distribution of income is expected to be mesokurtic. c. The distribution of income is expected to be multimodal. d. The distribution of income is expected to be skewed.

Explanation / Answer

Correct option:

d. The distribution of income is expected to be skewed.

EXPLANATION:

If the data is skewed, we use median as the measure of central tendency, which is less susceptible to outliers and extreme values.

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