Statistics › Section I · Hypothesis testing with one sample › Topic I.1

Null and alternative hypotheses

Every hypothesis test starts with two competing statements about a population. Writing them correctly, before any data are examined, decides everything the test can later conclude.

In this topic

  • Innocent until evidence
  • The null hypothesis
  • The alternative hypothesis
  • Parameters, never statistics
  • Reading the wording into the form
  • Worked example: three claims, six statements
  • Worked example: debugging bad hypotheses
  • Why the null gets the presumption
  • Common mistakes to avoid
  • Key takeaways

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