Incorrect Statement About Frequency Distribution

Question

Which of the following statements about a Frequency Distribution is INCORRECT?

Select an answer

Which of the following statements about a Frequency Distribution is INCORRECT?

  1. It shows how different values of a variable are distributed in different classes
  2. Further statistical calculations are based on class mark values
  3. Individual observations retain full significance in further statistical calculations — Correct Answer
  4. It is a comprehensive way to classify raw data of a quantitative variable
Explanation:
Correct Answer Explanation

The statement that 'individual observations retain full significance in further statistical calculations' is INCORRECT.

What is Actually True:
  • Once data is grouped into classes, individual observations have NO significance in further calculations.
  • Only the class mark is used to represent all observations in a class.
  • This is the inherent Loss of Information in a frequency distribution.
What IS Correct:
  • ✓ Frequency distribution shows how values are distributed in classes.
  • ✓ Further calculations are based on class marks.
  • ✓ It classifies raw data of quantitative variables.

📚 About this Topic — CH-3: Organisation of Data

This multiple choice question is from CH-3: Organisation of Data, NCERT Books, Statistics for Economics. It has 4 options with a detailed explanation of the correct answer. Practice more MCQs from CH-3: Organisation of Data to strengthen your preparation.

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