Correlation Coefficient, Linear Regression, Regression Modeling, Multicollinearity, Nonlinear Regression.
non-linear relationship may indicate a threshold effect or a saturation point, which can have important implications for decision-making. Understanding the underlying mechanisms: Non-linear relationships can often be indicative of more complex underlying mechanisms that are not captured by linear