########################################################################### ########################### Analysis evaluation ########################### ########################################################################### ######################################### Fitted model: number ~ year + (1 | site) Family: gaussian Number of analysis: 3 ######################################### Global rate for all analysis: 5.5 out of 10 ######################################### Details on every analysis: Analysis C1 C2 C3 C4 C5 C6 C7 C8 C9 Final rate Gadus morhua yes no yes yes no yes yes yes no 5.5 / 8 Platichthys flesus yes no yes yes no yes yes yes no 5.5 / 8 Pleuronectes platessa yes no yes yes no yes no yes no 4.5 / 8 C1: Complete plan? C2: Balanced plan? C3: Few NA? C4: Regular dispersion? C5: Uniform residuals? C6: Regular outliers proportion? C7: No zero-inflation? C8: Good observation/factor ratio? C9: Enough levels on random effect? ######################################### Red flags - advice: - More than 50% of your analyses haven't an uniform distribution of residuals : Try with another distribution family - More than 50% of your analyses have zero inflation : Try to select or filter your data - Random effect hasn't enough levels to be robust : If it has less than ten levels remove the random effect