Identification of Multiple Outliers in a Generalized Linear Model with Continuous Variables

Table 2

Outlier measures based on GLM for the drill experiment data with single outlier and two outliers.

Run	One outlier			Two outliers
	Pearson residuals	Corrected Pearson residuals	GSCPR	Pearson residuals	Corrected Pearson residuals	GSCPR
1	0.2215	0.2046	2.6815	0.0691	−0.0111	2.8615
2	0.1115	0.0233	2.2698	0.2246	0.1881	2.5292
3	0.1642	0.0648	2.1541	0.2664	0.2441	2.2357
4	−0.0571	−0.3568	1.6509	0.2908	0.2925	1.9941
5	0.0034	−0.3083	1.8457	−0.2844	−1.1473	1.5493
6	−0.1132	−0.6985	1.7087	−0.2040	−1.0058	1.6476
7	−0.0192	−0.5886	2.9959	−0.1309	−1.2699	2.5177
8	−0.3111	−2.2933	1.3435	−0.2316	−1.7617	1.4277
9	−0.0378	−0.2063	1.4597	−0.3205	−0.6520	1.4446
10	−0.1242	−0.3826	1.3911	−0.2216	−0.5477	1.4168
11	−0.0718	−0.4398	1.6409	−0.1855	−0.6065	1.4863
12	−0.2062	−0.8296	1.4652	−0.1233	−0.6065	1.4693
13	0.0008	−0.4118	2.5986	1.0577	16.7608	18.790
14	−0.0620	−0.8023	2.7891	−0.3208	−2.4704	2.3355
15	−0.2611	−2.6258	1.7722	−0.4717	−4.9425	2.0991
16	0.7625	19.1545	26.1150	0.5859	15.3120	21.2990