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Which of the following sampling methods does not lead to probability samples?Group of answer choicesconvenience samplingstratified samplingcluster samplingsystematic sampling

Question

Which of the following sampling methods does not lead to probability samples?Group of answer choicesconvenience samplingstratified samplingcluster samplingsystematic sampling

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Solution

The sampling method that does not lead to probability samples among the options provided is convenience sampling.

Here's why:

  1. Convenience Sampling: This is a non-probability sampling method where the samples are selected because of their convenient accessibility and proximity to the researcher. It does not provide a good representation of the population, hence it does not lead to probability samples.

  2. Stratified Sampling: This is a probability sampling method where the population is divided into smaller groups or strata based on shared characteristics. A sample is then randomly selected from each stratum.

  3. Cluster Sampling: This is also a probability sampling method where the entire population is divided into groups, or clusters, and a random sample of these clusters are selected. All observations in the selected clusters are included in the sample.

  4. Systematic Sampling: This is another probability sampling method where every nth member of the population is selected to be a part of the sample.

So, among these, convenience sampling is the one that does not lead to probability samples.

This problem has been solved

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