Research Article

On the Performance of the Measure for Diagnosing Multiple High Leverage Collinearity-Reducing Observations

Table 2

Collinearity-influential measures for simulated data sets.
(a)

Measures
Pattern1 Pattern2Pattern1Pattern2

10.0020.0030.0010.0020.0030.0010.0020.0030.0010.0020.0030.00
HLCIO2.004.006.002.004.006.004.008.0012.004.008.0012.00
HL2.804.006.002.804.006.004.258.0012.004.258.0012.00
CN149.5353.2751.7249.5353.2751.7240.9140.3340.0240.9140.3340.02
CN238.6442.7832.901.761.571.6131.6632.5033.501.531.521.64
Cut( )11.803.675.961.603.505.974.008.0011.974.008.0011.99
Cut( )20.200.670.000.200.170.000.761.000.000.861.990.00
Cut( )10.000.170.991.200.000.000.040.000.010.000.000.00
Cut( )21.201.001.980.000.000.001.352.000.510.000.000.00
Cut( )10.000.170.991.200.000.000.040.000.010.000.000.00
Cut( )21.000.841.980.000.000.001.282.000.510.000.000.00

(b)

Measures
Pattern1 Pattern2Pattern1Pattern2

10.0020.0030.0010.0020.0030.0010.0020.0030.0010.0020.0030.00
HLCIO6.0012.0018.006.0012.0018.0010.0020.0030.0010.0020.0030.00
HL6.4212.0618.116.4212.0618.1110.4320.1030.0010.4320.1030.00
CN138.5837.6239.7238.5837.6239.7236.8738.0837.9736.8738.0837.97
CN230.7630.8332.561.451.561.6529.2831.0331.581.381.521.64
Cut( )16.0012.0018.006.0012.0017.8910.0020.0030.0010.0020.0030.00
Cut( )20.900.160.050.870.250.051.740.650.081.830.690.00
Cut( )10.190.400.580.000.000.000.340.420.990.000.000.00
Cut( )21.571.371.260.000.000.003.152.482.160.000.000.00
Cut( )10.190.400.580.000.000.000.260.380.990.000.000.00
Cut( )21.481.281.160.000.000.003.072.352.160.000.000.00

(c)

Measures
Pattern1 Pattern2

10.0020.0030.0010.0020.0030.00
HLCIO30.0060.0090.0030.0060.0090.00
HL30.0060.0090.0030.0060.0090.00
CN137.8938.3137.8837.8938.3137.88
CN230.9231.6032.231.341.491.66
Cut( )130.0060.0090.0030.0060.0090.00
Cut( )23.610.800.004.090.730.00
Cut( )10.991.692.790.000.000.00
Cut( )26.636.587.130.000.000.00
Cut( )10.991.612.660.000.000.00
Cut( )26.636.587.130.000.000.00