Table 7.
Descriptive statistics for all models.
| Model | Level | Mean | Standard deviation | Mean + sd, Mean - sd | Max, Min | Range (Max-Min) | Range of classification |
|---|---|---|---|---|---|---|---|
| Linear | T0 | −0.879 | 0.702 | −0.176, 0.702 | −0.138, −2.289 | 2.150 | ≤−0.176 |
| T1 | 1.272 | 0.284 | 1.556, 0.284 | 1.761, 0.939 | 0.821 | 0.177–1.556 | |
| T2 | 1.900 | 0.479 | 2.379, 0.479 | 2.572, 1.205 | 1.368 | 1.557–2.379 | |
| T3 | 2.515 | 0.390 | 2.904, 0.390 | 3.089, 2.144 | 0.945 | ≥2.38 | |
| Two factorial | T0 | 0.466 | 0.371 | 0.836, 0.095 | 1.417, 0.032 | 1.386 | ≤ 0.095 |
| T1 | 1.088 | 0.319 | 1.408, 0.769 | 1.635, 0.567 | 1.068 | 0.096–1.408 | |
| T2 | 1.708 | 0.714 | 2.421, 0.994 | 3.269 1.027 | 2.241 | 1.409–3.141 | |
| T3 | 2.174 | 0.968 | 3.142, 1.207 | 4.315, 1.254 | 3.061 | ≥3.142 | |
| Quadratic | T0 | −7.590 | 3.944 | −3.646, −11.533 | −1.593, −12.412 | 10.819 | ≤−3.646 |
| T1 | −1.056 | 2.882 | 1.826, −3.939 | 1.190, −7.024 | 8.214 | −3.647–1.826 | |
| T2 | 0.416 | 1.712 | 2.129, −1.296 | 2.314, −4.055 | 6.369 | 1.827–2.418 | |
| T3 | 1.167 | 1.252 | 2.419, −0.085 | 2.891, −1.648 | 4.539 | ≥2.419 | |
| Cubic | T0 | −6.857 | 2.900 | −3.956, −9.757 | −1.040, −9.852 | 8.812 | ≤−3.956 |
| T1 | 0.619 | 3.536 | 4.156, −2.917 | 6.692, −7.450 | 14.142 | −3.957–1.952 | |
| T2 | 2.174 | 2.682 | 4.856, −0.508 | 9.562, 0.054 | 9.508 | 1.951–2.897 | |
| T3 | 2.139 | 0.759 | 2.898, 1.380 | 3.457, 1.111 | 2.347 | ≥2.898 | |
| Quartic | T0 | 4.274 | 3.020 | 7.294, 1.255 | 6.900, −2.858 | 9.758 | ≥4.274 |
| T1 | 2.643 | 1.857 | 4.500, 0.786 | 5.700, 0.856 | 4.844 | 4.275–2.100 | |
| T2 | 1.975 | 1.574 | 3.549, 0.401 | 5.700, 3.549 | 4.991 | ≤2.727 | |
| T3 | 2.727 | 1.436 | 4.163, 1.291 | 6.200, 4.163 | 4.833 | 2.101–2.727 | |
| Fifth | T0 | 4.859 | 3.476 | 8.335, 1.383 | 9.782, 0.331 | 9.451 | ≥4.859 |
| T1 | 1.608 | 3.144 | 4.752, −1.536 | 8.032, −2.617 | 10.649 | 4.860–2.614 | |
| T2 | 0.421 | 2.580 | 3.000, −2.159 | 3.313, −5.461 | 8.774 | ≤0.421 | |
| T3 | 2.615 | 5.711 | 8.326, −3.097 | 11.095, −4.374 | 15.469 | 2.615–0.420 |