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Inference for Categorical Variables

• Parametric One-Sample Inference of Categorical Variables
  • one-sample proportion test
  • $\Chi^2$ goodness of fit test
• QI
  • SQUIRE 2.0 for QI Reporting
  • Stepped-wedge trial
    • Link
• Linear regression
  • Q-Q plot
  • plot of residuals
  • Cook's Distance
  • these are different!
    • correlative
    • descriptive
    • predictive
    • associative
• confounding vs. effect modification

to assess a paired difference

• create histogram
• plot as box plot
• make Q-Q plot