Table 3.
Box–Cox transformation models | ||||||||
ρ = 2 | ρ = 1 | |||||||
Parameter | Bias | sse | see | cp(%) | Bias | sse | see | cp(%) |
Aadj(τ/4) | −0.001 | 0.046 | 0.046 | 94.9 | −0.001 | 0.050 | 0.049 | 94.9 |
Aadj(τ/2) | −0.001 | 0.045 | 0.045 | 95.0 | −0.001 | 0.047 | 0.046 | 94.7 |
Aadj(3τ/4) | −0.000 | 0.044 | 0.044 | 94.7 | −0.001 | 0.043 | 0.043 | 94.6 |
Aadj(τ) | 0.001 | 0.046 | 0.043 | 94.0 | 0.001 | 0.043 | 0.041 | 94.2 |
Logarithmic transformation models | ||||||||
r = 2 | r = 1 | |||||||
Parameter | Bias | sse | see | cp(%) | Bias | sse | see | cp(%) |
Aadj(τ/4) | −0.002 | 0.054 | 0.053 | 94.6 | −0.002 | 0.053 | 0.052 | 94.7 |
Aadj(τ/2) | −0.001 | 0.043 | 0.043 | 94.9 | −0.001 | 0.045 | 0.044 | 94.8 |
Aadj(3τ/4) | −0.000 | 0.037 | 0.037 | 95.0 | −0.000 | 0.039 | 0.039 | 95.0 |
Aadj(τ) | 0.001 | 0.034 | 0.034 | 94.5 | 0.001 | 0.037 | 0.036 | 94.1 |
Bias, the sampling bias; sse, the sampling standard error; see, the sampling mean of the standard error estimator; cp, the coverage probability of the 95% Wald confidence interval.