Table 7. Generalized Additive Mixed Model results for factors affecting total catches, taking into account correction for technological creeping.
df | F | P-value | ||
---|---|---|---|---|
Parametric Terms | as.factor(Period) | 2 | 34.29 | 1.87e-12 |
s: smooth function represented using penalized regression splines
df: degrees of freedom
edf: estimated degrees of freedom
F: F-ratio test score
P-value: refers to the p-values from an ANOVA F-ratio test
“:”: interaction among terms
R-sq: The adjusted r-squared for the model. Defined as the proportion of variance explained
REML: Random efects maximum likelihood score
Family: gaussian; Link function: identity; Formula (Response variable as a function of predictor variables): catch_kg ~ s(kW, by = Period) + s(avg.depth) + Period + offset(Q) + s(Fisherman, bs = “re”, by = dummy var).