Mastering Probability Sampling
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Questions and Answers

What is the goal when choosing a probability sample design?

  • To minimize sampling error for important survey variables (correct)
  • To minimize the reliability of estimates
  • To maximize sampling error for important survey variables
  • To maximize the time and cost of conducting the survey

Which of the following best describes probability sampling?

  • The selection of a sample from a population based on predetermined criteria
  • The selection of a sample from a population based on randomization (correct)
  • The selection of a sample from a population based on convenience
  • The selection of a sample from a population based on personal judgment

What are some operational constraints that can impact the choice of a probability sample design?

  • The complexity of the sampling method
  • The sampling error of the estimates
  • The availability of resources
  • Characteristics of the survey population (correct)

What is one advantage of probability sampling over non-probability sampling?

<p>It allows for the calculation of selection probabilities for each unit (B)</p> Signup and view all the answers

Why is probability sampling more complex and time-consuming than non-probability sampling?

<p>Because it requires the calculation of selection probabilities (A)</p> Signup and view all the answers

What is probability sampling?

<p>A sampling method that involves randomly selecting a sample from the population. (D)</p> Signup and view all the answers

What is another term for probability sampling?

<p>Random sampling (D)</p> Signup and view all the answers

How is simple random sampling conducted?

<p>By randomly selecting a sample from the population. (B)</p> Signup and view all the answers

What is the most common way to select a random sample?

<p>Using a random number generator. (A)</p> Signup and view all the answers

What is the key requirement for a sampling method to be considered random?

<p>Each research unit having an equal chance of being selected. (C)</p> Signup and view all the answers

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