Correlation Coefficient, Linear Regression, Regression Modeling, Multicollinearity, Nonlinear Regression.
orthogonal and uncorrelated with each other. This can help reduce the multicollinearity in the data and improve the performance of the regression model. In conclusion, understanding correlation can help us to avoid making false conclusions or assuming causation where there is none. By recognizing