The purpose of inferential statistics is to make a determination about a population on the basis of a sample from that population. True False
Question
The purpose of inferential statistics is to make a determination about a population on the basis of a sample from that population.
True
False
Solution
The statement is True.
Inferential statistics is a branch of statistics that allows us to make conclusions or inferences about a larger population based on a sample drawn from that population. Since it is often impractical or impossible to collect data from every individual in a population, researchers use a sample to make estimates or predictions. Inferential statistics employs various techniques, such as hypothesis testing, confidence intervals, and regression analysis, to test theories and assess relationships between variables. By utilizing sample data, researchers can infer characteristics of the larger population and understand trends, behaviors, or attitudes without needing to examine every possible instance. This is crucial in fields such as psychology, sociology, and market research, where understanding general patterns from sampled data can lead to valuable insights.
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