The formula for calculating the partial correlation coefficient between x1 and x2 when controlling x3:
r12.3=1−r132⋅1−r232r12−r13⋅r23 .
So we have:
(i)
r12.3=1−r132⋅1−r232r12−r13⋅r23=1−0.62⋅1−0.420.8−0.6⋅0.4=
=1−0.36⋅1−0.160.8−0.24≈0.8⋅0.91650.56≈0.76
(ii)
r13.2=1−r122⋅1−r232r13−r12⋅r23=1−0.82⋅1−0.420.6−0.8⋅0.4=
=1−0.64⋅1−0.160.6−0.32≈0.6⋅0.91650.28≈0.51
(iii)
r23.1=1−r122⋅1−r132r23−r12⋅r13=1−0.82⋅1−0.620.4−0.8⋅0.6=
=1−0.64⋅1−0.360.4−0.48=−0.6⋅0.80.08≈−0.17
(iv)
The multiple correlation coefficient:
R1.23=1−r232r122+r132−2r12r13r23=1−0.420.82+0.62−2⋅0.8⋅0.6⋅0.4=
=1−0.160.64+0.36−0.384=0.840.616≈0.86
Answer: (i) 0.76 (ii) 0.51 (iii) -0.17 (iv) 0.86
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