How Do You Detect Spurious Regression?
How Do You Detect Spurious Regression? Spurious regression refers to the case where some statistically significant coefficients are often obtained in regression analysis when the dependent and independent variables are mutually independent random walks. High R-squared and significant t-values might mislead us to nonsense regressions. How do you know if a regression is spurious? •