Abstract Regression is a widely used econometric tool in research. In observational studies, based on number of assumptions, regression-based statistical control methods attempt to analyze the causation between treatment and outcome by adding variables. However, this approach may not produce reliable estimates causal effects. addition shortcomings method, lack confidence mainly related ambiguou...