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📐 Mathematics  ·  Statistics  ·  JEE

If all values in a dataset are multiplied by 2, the standard deviation:

Answer: Doubles.

  • A Stays the same
  • B Doubles
  • C Is halved
  • D Increases by 2

Correct answer: B. Doubles

Explanation: SD scales with data. Multiplying all values by k multiplies SD by |k|. So SD doubles.

Normal Distribution: the 68-95-99.7 Rule68% within ±1σ95% within ±2σmean=median=mode (centre)

In a perfectly normal (bell-shaped) distribution, mean, median, and mode all coincide at the centre; about 68% of data falls within 1 standard deviation of the mean, 95% within 2, and 99.7% within 3 - the empirical rule used to judge how typical or extreme a value is.

Concept context

Mean, median, mode, standard deviation, and data interpretation

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