17 Analyzing associations between two numerical variables

Tutorial learning objectives

  • Learn about using correlation analyses to test hypotheses about associations between two numerical variables
  • Learn that the Pearson correlation coefficient measures the strength and direction of the association between two numerical variables
  • Learn about the assumptions of correlation analysis
  • Learn parametric and non-parametric methods for testing association between two numerical variables