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Stratified random sampling ensures:

Answer: Proportional representation from each subgroup (stratum).

  • A Every individual in the population has an exactly equal chance
  • B Proportional representation from each subgroup (stratum)
  • C Only random selection, with strata playing no role at all
  • D Equal sample size drawn from every group, regardless of its size

Correct answer: B. Proportional representation from each subgroup (stratum)

Explanation: Stratified sampling: population divided into strata, samples taken from each stratum proportionally or as needed. Ensures representation.

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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