Regression, Regression Analysis, Data Analysis, Data Science, Machine Learning.
of parameter estimates and the reliability of statistical inferences. Researchers should carefully assess these assumptions and, if necessary, explore alternative modeling techniques that may better suit the data at hand. By adhering to these assumptions, analysts can enhance the robustness and