Making Statistical Inferences from Sample Data

learning_notes

Last updated: 8/16/2025

Key Concepts

  • Confidence Intervals: The plausible range around an estimated statistic, derived from the margin of error.
  • Using Sample Data for Decision Making: Sample statistics help predict outcomes but always include uncertainty.
  • Limitations of Inferences: Sample estimates are subject to variation and should not be assumed to be exact.

Skills Covered

  • Applying margin of error to estimate the population parameter range.
  • Evaluating the reliability of inferences based on sample data.
  • Understanding how sample size affects inference quality.

Example Problems

  • A factory inspects 200 socks and finds that 8% are defective, with a margin of error of ±2%. Determine the plausible percentage of defective socks in the entire production.
  • A researcher finds that the average daily screen time for a group of 150 people is 3.2 hours, with a margin of error of ±0.5 hours. What does this suggest about the actual average screen time in the population?

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