Preparatory Statistics
Bias refers to a systematic error or tendency that skews results in a certain direction, leading to inaccurate conclusions. In the context of sampling distributions, bias can significantly affect the representativeness of a sample, which in turn impacts the reliability of statistical estimates derived from that sample. Recognizing and mitigating bias is crucial to ensure that the findings from statistical analyses are valid and applicable to the broader population.
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