Correlation Analysis: Unveiling Relationships And Predicting Outcomes
Correlation analysis aims to determine the degree and direction of relationships between variables. Its goals include detecting associations (using correlation and covariance), determining relationship strength (using regression analysis and effect size), and understanding underlying relationships (using factor analysis and hierarchical linear modeling). Correlation is applied in predictions, identifying potential causal influences, and exploring relationships. Different…