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DATA205 Introductory Analytics (QC)
Lab Assignment 8
Cross-tabulation
Using your assigned qualitative variables, answer the following questions:
1)  What specific percentages in your table are you comparing to judge the systematic pattern of the association?
   (List the exact % values as they appear in the output)
2)  What is the direction of the association?
  (Hint: What is the “more likely” pattern between X and Y?)
3)  What is the strength of the association?
  Give exact statistical evidence (name of measurement and the number) from your output.
4)  Is the association statistically significant at a 95% confidence level?
  Give exact statistical evidence (name of the measurement and the number) from your output.
  – Will you ‘reject’ or ‘fail to reject the null hypothesis’? Why?
  – What does that decision tell you about the association?

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