Correlation Coefficient, Linear Regression, Regression Modeling, Multicollinearity, Nonlinear Regression.
variables. Accurate Predictions: Non-linear relationships can affect the accuracy of predictions made using the data. For example, if there is a quadratic relationship between two variables, a linear model may underestimate or overestimate the values of one variable for certain values of the other