Sharpen Your Statistical Skills
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Questions and Answers

What is the purpose of confidence intervals in statistics?

  • To describe the distribution of sample data
  • To test hypotheses about population parameters
  • To estimate population parameters based on sample data (correct)
  • To make predictions about future data
  • What is the difference between a one-tailed and two-tailed hypothesis test?

  • Two-tailed tests are only used for large sample sizes
  • One-tailed tests have a smaller rejection region than two-tailed tests (correct)
  • Two-tailed tests are more powerful than one-tailed tests
  • One-tailed tests are more conservative than two-tailed tests
  • What is the purpose of multiple regression in statistics?

  • To describe the relationship between two variables
  • To test for a significant difference between two groups
  • To estimate the mean of a population
  • To predict the values of one variable based on another variable (correct)
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