1 Response to carb intake and time slot definition

In this analysis, within each time slot of the day carbohydrates intake was defined as:
- not eating;
- eating and carbohydrates contributed less than 50% of energy;
- eating and carbohydrates contributed higher or equal to 50% of energy.
Time slots are defined as:
- Breakfast: 6 am to 9 am;
- Morning snack: 9 am to 12 noon;
- Lunch: 12 noon to 2 pm;
- Afternoon snack: 2 pm to 5 pm;
- Dinner: 5 pm to 8 pm;
- Before bedtime snack: 8 pm to 10 pm;
- Midnight food: 10pm to 6 am;

2 Model comparison and selection

Latent class growth analysis class selection. (All data, n = 6155, 24483 data points)
N of classes	N of free parameters	log-likelihood	AIC	BIC	aBIC	Entropy
2	6	-185715.0	371442.0	371482.3	371463.3	0.571
3	12	-185435.0	370894.0	370974.7	370936.5	0.613
4	20	-184684.6	369409.2	369543.7	369480.1	0.585
5	30	-184673.4	369406.8	369608.5	369513.2	0.616
Note:
Abbreviation: N, number; AIC, Akaike information criterion; BIC, Bayesian information criterion; aBIC, adjusted BIC; Entropy, a pseudo-r-squared index.