Table II.
Latency model (knots [years])* | Exposure model (knots [WL])* | Model DF | Deviance | LRT† statistic (DF) | p-Value | AIC |
---|---|---|---|---|---|---|
Cumulative exposure | 1 | 1878.7 | — | — | 1880.7 | |
Piecewise constant | Piecewise constant | 16 | 1791.7 | 87.0 (15) | <0.001‡ | 1823.7 |
Cubic (none) | Linear (none) | 4 | 1840.0 | 38.7 (3) | <0.001‡ | 1848.0 |
Linear (63) | 8 | 1778.4 | 61.6 (4) | <0.001§ | 1794.4 | |
Linear [42,92] | 12 | 1771.9 | 68.1 (8) | <0.001 | 1795.9 | |
Quadratic (None) | 8 | 1799.0 | 41.0 (4) | <0.001 | 1815.0 | |
Quadratic (63) | 12 | 1774.0 | 66.0 (4) | <0.001 | 1798.0 | |
Quadratic [42,92] | 16 | 1768.5 | 71.5 (8) | <0.001 | 1800.5 | |
Cubic (None) | 12 | 1770.7 | 69.3 (8) | <0.001 | 1794.7 | |
Cubic (63) | 16 | 1759.0 | 81.0 (12) | <0.001 | 1791.0 | |
Cubic [42,92] | 20 | 1757.7 | 82.3 (16) | <0.001 | 1797.7 |
Degree of the polynomial in each dimension of the tensor product spline, along with the position of the knots (in brackets).
Likelihood ratio test.
Compared with a cumulative exposure model.
This and subsequent models compared with a tensor-product spline model with cubic and linear polynomials (no knots) for latency and exposure, respectively.