CRD 01-15

Table 5. Results from a stepwise selection of a model of bycatch rates of coastal bottlenose dolphins in mid-Atlantic gillnets using gear characteristics and fishing practices. The statistics provided for each model includes: degrees of freedom of the model (DF), deviance of the model (Deviance), residual degrees of freedom (Resid DF), residual deviance (Resid Dev), and the AIC. The smaller the AIC the better the model fits.

Model DF Deviance Resid. DF Resid. Dev AIC
full1     4424 120.92 208.92
-twine size 15 18.13 4439 139.05 197.05
-target species 17 19.06 4456 158.11 182.11
-escape panel used 1 0.00 4457 158.12 180.12
-string length 1 0.12 4458 158.13 178.13
-year 1 0.26 4459 158.39 176.39
-km.hr 1 1.71 4460 160.09 176.09
-soak duration2 1 1.28 4461 161.38 175.38
1 full model: log(num.bodo) ~ MU + offset(log(land.kept.mton)) + state.or.fed + year + target.species + soak.duration + km.hr + season + string.length + escape.panel.used + twine.size + mesh.size
2 final model: log(num.bodo) ~ MU + state.or.fed + mesh.size + offset(log(land.kept.mton))

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(Modified Jun. 13 2008)