Diagnostics through Residual Plots in Binomial Regression Addressing Chemical Species Data

Table 6

Empirical power of different residuals based on F-test statistic for multicollinearity detection in binomial regression.

		RES	PRES	APRES	CERES (L)	CERES (K)
20	2	0.001	0.615	0.652	0.744	0.641
	10	0.002	0.615	0.652	0.754	0.655
	20	0.040	0.576	0.654	0.756	0.714
	95	0.018	0.576	0.678	0.756	0.716
40	2	0.122	0.746	0.770	0.858	0.766
	10	0.132	0.751	0.771	0.862	0.756
	20	0.144	0.753	0.732	0.872	0.766
	95	0.176	0.763	0.832	0.878	0.780
60	2	0.184	0.764	0.854	0.882	0.844
	10	0.212	0.794	0.856	0.882	0.858
	20	0.226	0.795	0.856	0.898	0.874
	95	0.238	0.796	0.970	0.910	0.886
100	2	0.256	0.796	0.974	0.918	0.980
	10	0.257	0.878	0.978	0.936	0.884
	20	0.257	0.894	0.988	0.995	0.995
	95	0.334	0.896	0.996	0.996	0.990