question archive Which of the following statements regarding sample, population, and sampling frame is true? (a) A sample is a small subset of the population and the sampling frame is the list of possible candidates for the sample
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Which of the following statements regarding sample, population, and sampling frame is true?
(a) A sample is a small subset of the population and the sampling frame is the list of possible candidates for the sample.
(b) The population is a small subset of the sample and the sampling frame is the list of possible candidates within the population.
(c) Multiple populations can be drawn from the same sample using a sampling frame.
(d) You have to have a complete and all-inclusive sampling frame in order to draw a sample from a population.
(a)
The sample is a small subset of the population but the sampling frame is not the list of possible candidates for the sample.
Thus, the statement is false.
(b)
The population is not a subset of the sample. It is the other way round.
The sampling frame is not the list of possible candidates within the population.
This statement is false.
(c)
Populations cannot be drawn from the samples. Multiple samples can be drawn from the same population.
The given statement is false.
(d)
Yes, we do need to have a complete and all-inclusive sampling frame in order to draw a sample from a population to have the specific and targeted sample for our experiment.
The given statement is true.
Option D. is correct.