When a researcher engages in quantitative analysis using inferential statistics, the sampling method used becomes critical. Probability sampling methods must be used.

Question

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Probability sampling methods are necessary for inferential statistics to make valid inferences about the population from the sample. These methods ensure that every member of the population has an equal chance of being selected, which reduces sampling bias and ensures that the sample is representative of the population.

When a Researcher Engages in Quantitative Analysis Using Inferential Statistics