回帰モデルにおける線形制約のFテスト (アウトプット)
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Unconstrained Model
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est. coeff. std. err. t-value p-value
beta1 -3.5265 1.7744 -1.9875 0.048821
beta2 0.72039 0.017466 41.244 3.2995e-080
beta3 0.43634 0.29105 1.4992 0.13607
beta4 -0.21989 0.33943 -0.64782 0.51816
beta5 0.42652 0.10037 4.2495 3.8888e-005
R^2 R^2-adj.
0.92596 0.92384
estimated variance of error:
0.15394
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Constrained Model (B3+B4+B5=1)
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est. coeff. std. err. t-value p-value
beta1 -4.6908 0.88487 -5.3011 4.3420e-007
beta2 0.72069 0.017436 41.334 1.0869e-080
beta3 0.59291 0.20457 2.8983 0.0043523
beta4 -0.0073811 0.19074 -0.038698 0.96919
R^2 R^2-adj.
0.93158 0.93013
estimated variance of error:
0.15348
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TEST H0:B3+B4+B5=1 vs H1:B3+B4+B5 =! 1
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Statistic p-value
LM test 0.59172 0.44175
Likelihood ratio test 0.59293 0.44129
Wald test 0.59415 0.44082
F test 0.57366 0.45008