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From | "D. Demetriou" <dd358@cam.ac.uk> |
To | statalist@hsphsun2.harvard.edu |
Subject | st: Collin Command with and without constant |
Date | 29 Mar 2012 15:49:34 +0100 |
A big thank to all of you for your comments and guidance! A last question on multicollinearity:Using the 'collin' command to check for multicollinearity I get a condition number of 110 (which could hardly be worst I think)!
When performing the same test but 'collin varlist, corr' (i.e. without a constant) the condition number drops to 1.87 (which could hardly be better)!!
What exactly does this mean? And doe sit suggest that I should drom the constant (intercept) from any subsequent regression.
WITH CONSTANT Collinearity Diagnostics SQRT R- Variable VIF VIF Tolerance Squared ---------------------------------------------------- hownership 5.92 2.43 0.1690 0.8310 incvars 1.79 1.34 0.5592 0.4408 popabove60 2.14 1.46 0.4678 0.5322 ILO 4.43 2.11 0.2257 0.7743 timedummy 1.73 1.32 0.5782 0.4218 ---------------------------------------------------- Mean VIF 3.20 Cond Eigenval Index --------------------------------- 1 5.7571 1.0000 2 0.1306 6.6384 3 0.0588 9.8958 4 0.0479 10.9598 5 0.0051 33.5956 6 0.0005 112.6257 ---------------------------------Condition Number 112.6257 Eigenvalues & Cond Index computed from scaled raw sscp (w/ intercept)
Det(correlation matrix) 0.1037 WITHOUT CONSTANT Collinearity Diagnostics SQRT R- Variable VIF VIF Tolerance Squared ---------------------------------------------------- incvars 1.17 1.08 0.8579 0.1421 popabove60 1.27 1.13 0.7901 0.2099 ILO 1.28 1.13 0.7796 0.2204 timedummy 1.33 1.15 0.7538 0.2462 ---------------------------------------------------- Mean VIF 1.26 Cond Eigenval Index --------------------------------- 1 1.8055 1.0000 2 1.0529 1.3095 3 0.6258 1.6986 4 0.5157 1.8711 ---------------------------------Condition Number 1.8711 Eigenvalues & Cond Index computed from deviation sscp (no intercept)
Det(correlation matrix) 0.6136 Ane help would be appreciated! Demetrios D * * For searches and help try: * http://www.stata.com/help.cgi?search * http://www.stata.com/support/statalist/faq * http://www.ats.ucla.edu/stat/stata/