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CUET · MATHS · PYQ PAPER 2025

Which of the following statements are NOT correct about Standard Normal Distribution?
(A) The probability curve of the Standard Normal Distribution is a bell-shaped curve.
(B) The Standard Normal variate ( Z ) score describes the position of each data point in terms of its distance from the mean, when measured in standard deviation units.
(C) The Z -score is negative if the data point lies above the mean, and positive if it lies below the mean.
(D) There is a \(95.45 \%\) probability of randomly selecting a score between \(\mu-\sigma\) and \(\mu+\sigma\), when \(\sigma\) is standard deviation and \(\mu\) is mean.
Choose the correct answer from the options given below :

  1. A (A), (B) and (D) only
  2. B (A), (B) and (C) only
  3. C (A) and (D) only
  4. D (C) and (D) only
Verified Solution

Answer & Solution

Correct Answer

(D) (C) and (D) only

Step-by-step Solution

Detailed explanation

Statement (C) is NOT correct: A \(Z\)-score is positive if the data point lies above the mean, and negative if it lies below the mean. Statement (D) is NOT correct: The probability of a score between \( \mu - \sigma \) and \( \mu + \sigma \) is approximately \( 68.27\% \). The…
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