What is the purpose of sampling in statistical analysis?

  • To create charts and graphs
  • To estimate population parameters
  • To gather data from every member of a population
  • To increase the variability of data
Sampling in statistical analysis is primarily used to estimate population parameters. Since it's often impractical or impossible to gather data from every individual in a population, we use samples to make inferences about the population as a whole.
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