Exercise · ZW-RANDOM-SAMPLE-006 · ★☆☆ Basic
A random sample of the students of a school is wanted. Which procedure comes closest to that ideal?
Choose one option.
A Draw each student at random and separately from the complete list B Choose the 10 closest friends C Ask only those who leave class first D Take everyone from a single classroom, who sit together
Show answer A. Draw each student at random and separately from the complete list
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Explanation Drawing from the complete list gives every student the same chance and choices that do not influence each other. The other methods bring in bias or dependence.
A random sample of size \(n\) is a set of \(n\) independent random variables \(X_i\), all with the same distribution, that represent \(n\) observations from a population.
\[X_1,\dots,X_n\ \text{independent and identically distributed}\]
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