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. 2020 Aug 17;117(35):21209–21217. doi: 10.1073/pnas.2004535117

Table 2.

GAMM of the association between current sleepiness and the amount of future social activity (in individuals who socialize at least once) at different times of day

Variable Estimate SE t-value P value
Parametric coefficients
 Intercept 0.98 0.01 68.06 <0.001
 Workday −0.18 0.02 −10.61 <0.001
Smooth terms EDF RefDF F-value
 Sleepiness 0.99 4 35.19 <0.001
 Time of day 2.83 3 71.93 <0.001
 Sleepiness × time of day [workday] 5.11 12 5.06 <0.001
 Sleepiness × time of day [freeday] 1.95 12 1.07 0.002
 Random intercept for participant 228.83 462 1.20 <0.001

GAMM, generalized additive mixed-effect model; EDF, effective degrees of freedom; RefDF, reference degrees of freedom. Smooth terms with categorical moderators, as specified in square brackets, represent separate smoothing terms given the moderator’s condition. An “x” between two variables represents a continuous interaction. All smooth terms are centered at zero. P values for smooth terms represent a test of whether the term is different to a flat line.