Algorithm | Model Fit Measures | Number of RCS knots | ||
---|---|---|---|---|
Incidence | ||||
 | Residual Deviance | Residual DOF | Residual Deviance/ Residual DOF |  |
 1: 1 + H or 1 + P | 175 | 169 | 1.04 | 5 |
 1: 1 + H or 2 + P | 178 | 170 | 1.05 | 4 |
 1: 1 + H or 3 + P | 182 | 171 | 1.06 | 3 |
 1: 1 + H or 4 + P | 192 | 170 | 1.13 | 4 |
 2: 1 + H or 1 + P | 172 | 165 | 1.04 | 5 |
 2: 1 + H or 2 + P | 173 | 166 | 1.04 | 4 |
 3: 1 + H or 1 + P | 167 | 161 | 1.04 | 5 |
 3: 1 + H or 2 + P | 168 | 162 | 1.04 | 4 |
 1: 1 + P | 175 | 169 | 1.04 | 5 |
 1: 2 + P | 192 | 170 | 1.13 | 4 |
 2: 1 + P | 171 | 165 | 1.04 | 5 |
 2: 2 + P | 182 | 166 | 1.10 | 4 |
 2: 3 + P | 186 | 167 | 1.11 | 3 |
 2: 4 + P | 192 | 167 | 1.15 | 3 |
 2: 5 + P | 205 | 167 | 1.23 | 3 |
Prevalence | ||||
 | Marginal R2 |  | ||
 1: 1 + H or 1 + P | 0.94 | 5 | ||
 1: 1 + H or 2 + P | 0.97 | 5 | ||
 1: 1 + H or 3 + P | 0.96 | 5 | ||
 1: 1 + H or 4 + P | 0.90 | 5 | ||
 2: 1 + H or 1 + P | 0.92 | 5 | ||
 2: 1 + H or 2 + P | 0.97 | 5 | ||
 3: 1 + H or 1 + P | 0.91 | 5 | ||
 3: 1 + H or 2 + P | 0.97 | 5 | ||
 1: 1 + P | 0.94 | 5 | ||
 1: 2 + P | 0.97 | 5 | ||
 1: 3 + P | 0.96 | 5 | ||
 1: 4 + P | 0.83 | 5 | ||
 2: 1 + P | 0.92 | 5 | ||
 2: 2 + P | 0.98 | 5 | ||
 2: 3 + P | 0.97 | 5 | ||
 2: 4 + P | 0.97 | 5 | ||
 2: 5 + P | 0.96 | 5 |