Decisions concerning whether to use a Bayesian or traditional sampling approach,to sample with or without replacement,and to use nonprobability or probability sampling pertain to which step in the sampling design process (Figure 11.1 in the text)?
A)Determine the sampling frame
B)Select a sampling technique(s)
C)Determine the sample size
D)Execute the sampling process

Question

Quizplus · Accepted Answer

The decision to use Bayesian or traditional sampling and whether to use probability or nonprobability sampling are part of selecting a sampling technique, which falls under step B in the sampling design process. The choice between sampling with or without replacement and determining sample size occur later in the process, after the sampling technique has been selected. The best choice would depend on the research question, the population being studied, and other factors such as resources and timeframe. There is no one-size-fits-all answer to this question.

Decisions Concerning Whether to Use a Bayesian or Traditional Sampling