If the arithmetic mean of a sample is 20 and median is 22, the distribution is likely: MCQ with Answer and Explanation

If the arithmetic mean of a sample is 20 and median is 22, the distribution is likely:
A. Positively skewed
B. Normal
C. Symmetric
D. Negatively skewed
Answer: Option D
Solution (By JKSSB Mock Tests)
Mean < Median suggests negative skewness (left-skewed).

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Practice More Statistics Questions

Question #1
In questionnaire design, a 'double-barreled question' is problematic because it:
A. Requires numerical answers
B. Asks about two different issues in one question, confusing respondents
C. Is too long for respondents to read
D. Uses technical jargon

Correct Answer: Option B


Explanation:
Double-barreled questions (e.g., 'Do you find the product affordable and high-quality?') conflate two attributes, making responses ambiguous and uninterpretable for either dimension.

This question belongs to: Accountancy and Statistics Statistics
Question #2
The primary measure of inflation used by RBI for monetary policy is:
A. GDP deflator
B. Wholesale Price Index
C. CPI (Combined)
D. Consumer food price index

Correct Answer: Option C


Explanation:
RBI adopted the CPI (Combined) as the key measure of inflation for policy targets.

This question belongs to: Accountancy and Statistics Statistics
Question #3
The theory of attributes deals with data that is:
A. Spatially distributed
B. Qualitative and categorical
C. Time-series based
D. Quantitative and continuous

Correct Answer: Option B


Explanation:
Theory of attributes focuses on qualitative characteristics (attributes) that classify units into categories, such as literacy (literate/illiterate) or gender (male/female), rather than numerical measurements.

This question belongs to: Accountancy and Statistics Statistics