Conclusion: It is better to include irrelevant variables than to exclude the relevant ones So include only explanatory variables that on theoretical grounds directly influence the dependent variable and are not accounted for by other included variablesIt is better to include irrelevant variables than to exclude the relevant ones. So include only explanatory variables that on theoretical grounds directly influence the dependent variable and are not accounted for by other included variables. Conclusion: