Asked by Juliana Yates on Jun 03, 2024

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Explain the difference between and give examples of both a population and a sample.Also explain when it would be more beneficial to collect sample data over population data.

Population

The entire pool from which a statistical sample is drawn, often referring to a total set of observations that can be analyzed.

Sample

A subset of individuals, items, or data taken from a larger population, utilized for the purpose of analysis and inference.

Sample Data

A subset of data extracted from a larger dataset or population intended to represent that population in statistical analysis.

  • Understand the concept of sampling and its importance in statistical analysis.
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TK
Tarman KandholaJun 10, 2024
Final Answer :
A population can be anything that one defines it to be.It consists of all items of interest,for example,all undergraduate students in the U.S.A sample is a subset of the population,for example,undergraduate students attending a specific university.It would be more beneficial to collect sample data when complete information about a population is difficult or impossible to obtain such as when the desired population spans nationwide and the firm is working on a low budget.