Third, the selected spatial weights matrix was used to diagnose for the type of spatial dependence in the OLS model residuals, from which the appropriate spatial regression model can be indicated. The diagnostics include Lagrange Multiplier (LM) tests for the lag dependence, error dependence, and ...