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What are assumptions in hypothesis testing?

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Assumptions depend on the test used and may include:

  • Normality of data distribution.
  • Homogeneity of variances across groups.
  • Independence of observations.
  • Random sampling.

Violating assumptions may invalidate results, requiring alternative methods (e.g., non-parametric tests).

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