How does the type of data affect the choice of statistical analysis methods?

  • It dictates the statistical tests that can be applied
  • It doesn't affect the choice
  • It has no influence
  • It suggests the kind of visualizations that can be used
The type of data directly affects the choice of statistical analysis methods. Certain types of data require specific statistical tests. For example, nominal data may be analyzed using a chi-square test, while continuous data may be analyzed using a t-test or ANOVA.
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