20230122_Hypothesis testing in Python

eenimeeniminim0·2023년 1월 22일
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Lesson learned

  • Chapter1

    • Workflow for testing proportions vs. a hypothesized value
    • False negavie/false positive errors
  • Chapter2

    • Testing differences in sample means between two groups using t-tests
    • Extending this to more than two groups using ANOVA and pairwise t-tests
  • Chapter3

    • Testing differences in sample proportions between two groups using proportion tests
    • Using chi-square independence/goodness of fit tests
  • Chapter4

    • Reviewing assumptions of parametric hypothesis tests
    • Examined non-parametric alternatives when assumptions aren't valid
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