Table 4.
Model | Deviance | df | Deviance/df | AIC | BIC |
---|---|---|---|---|---|
(a) GLM—ESS continuous | 142.33 | 2333 | 0.061 | 113.497 | 205.678 |
(b) GLM—US/RoW cutoffs: No EDS (ESS, 0–10), mild EDS (ESS, 11–12), moderate EDS (ESS, 13–15), severe EDS (ESS, 16–24) |
141.91 | 2325 | 0.061 | 122.601 | 260.872 |
(c) GLM—UK cutoffs: No EDS (ESS, 0–10), mild EDS (ESS, 11–14), moderate EDS (ESS, 15–18), severe EDS (ESS, 19–24) |
141.99 | 2331 | 0.061 | 111.912 | 215.615 |
(d) Piecewise linear: ESS score 0–11, ESS score 12–24 | 141.74 | 2331 | 0.061 | 107.752 | 211.456 |
(e) Linear spline with breakpoint at 11: ESS score 0–11, ESS score 12–24 | 141.74 | 2332 | 0.061 | 105.809 | 203.751 |
AIC Akaike information criterion, BIC Bayesian information criterion, df degrees of freedom, EDS Excessive daytime sleepiness, ESS Epworth Sleepiness Scale, GLM Generalized linear model, RoW Rest of world, UK United Kingdom, US United States