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Which statistical test you propose to assess whether there is significant effect of specified categorical variable (s) on a categorical outcome?

Data Science Asked by Anderlecht on September 5, 2021

I have a table that I am trying to analyse.

GAME    COMP win
BBall   N   Y
FBall   N   Y
FBall   N   Y
BBall   N   Y
FBall   Y   Y
FBall   N   Y
BBall   Y   Y
FBall   Y   N
BBall   N   Y
FBall   N   Y

John plays football and baseball under competitive and non-competitive conditions.
He wants to know which he is better at.

  • What is a good statistical test to determine which game he is better at? I think Chi-Square test. Does that make sense?
  • Are there some useful visual charts that can be used to show this?
  • Also, an informative chart to show wins vary by game or competitiveness?

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