Table 4. Results of generalized linear mixed-effects models of factors affecting fish, crayfish and grass shrimp biomass in the Florida Everglades, USA.
Model | -2 Loglike | k | AICc | ΔAIC | wi | R2 |
---|---|---|---|---|---|---|
Fish Models | ||||||
- FISHBIOWET +MCRIND +REC +SUBMGVEG +FISHBIOWET*REC | 1085.84 | 24 | 1137.17 | 0.00 | 0.75 | 0.3171 |
-FISHBIOWET +MCRIND +REC +SUBMGVEG | 1090.94 | 23 | 1140.00 | 2.83 | 0.18 | 0.3073 |
GLOBAL | 1083.73 | 27 | 1141.96 | 4.79 | 0.07 | 0.3211 |
: | : | : | : | : | : | |
NULL | 1224.11 | 19 | 1264.08 | 126.91 | 0.00 | 0.0000 |
Crayfish Models | ||||||
GLOBAL | 972.52 | 27 | 1030.76 | 0.00 | 1.00 | 0.3824 |
: | : | : | : | : | : | |
NULL | 1146.08 | 19 | 1186.05 | 155.29 | 0.00 | 0.0000 |
Shrimp Models | ||||||
GLOBAL | 804.54 | 25 | 858.17 | 0.00 | 0.71 | 0.2758 |
+ CRAYBIODRY +GRSHBIOWET +REC +MCRIND SUBMGVEG | 810.86 | 23 | 859.92 | 1.75 | 0.29 | 0.2621 |
: | : | : | : | : | : | |
NULL | 915.39 | 18 | 953.16 | 95.00 | 0.00 | 0.0000 |
Only models with ΔAICc < 7 and null models are shown. We show -2 log likelihood value (-2 Loglike), number of parameters (k), AIC values, differences in AIC between best model and each candidate model (ΔAIC), AIC weights (wi) and the likelihood coefficient of determination (R2). FISHBIOWET, wet-season fish biomass; MCRIND, microtopography index; REC, recession rate; SUBMGVEG, submerged vegetation; CRAYBIODRY, dry-season crayfish biomass; GRSHBIOWET, wet-season shrimp biomass.