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. 2022 Aug 25;22:317. doi: 10.1186/s12883-022-02827-7

Table 4.

Fit indices for models run

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