Diagnostics through Residual Plots in Binomial Regression Addressing Chemical Species Data

Table 7

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	0.000	0.623	0.656	0.744	0.670
	10	0.001	0.625	0.657	0.754	0.673
	20	0.002	0.676	0.658	0.756	0.714
	95	0.008	0.676	0.638	0.856	0.732
40	2	0.023	0.741	0.739	0.858	0.766
	10	0.182	0.751	0.747	0.865	0.756
	20	0.154	0.753	0.892	0.874	0.766
	95	0.176	0.764	0.832	0.878	0.780
60	2	0.178	0.764	0.854	0.881	0.844
	10	0.216	0.791	0.866	0.886	0.858
	20	0.128	0.795	0.876	0.992	0.874
	95	0.132	0.796	0.878	0.912	0.886
100	2	0.146	0.796	0.941	0.918	0.990
	10	0.150	0.878	0.995	0.936	0.984
	20	0.151	0.894	0.948	0.996	0.995
	95	0.151	0.796	0.946	0.998	0.990