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Table 2 Log-link Gaussian GLM model using absolute error as the dependent variable

From: Fusion of wildlife tracking and satellite geomagnetic data for the study of animal migration

 

β

Std Err

exp(β)

[exp(β)-1]×100

Total Points

−0.043*

0.001

0.95778

−4.22

Station (Ref. Lerwick)

 Hartland

0.804*

0.046

2.2338

123.38

 Pedeli

1.812*

0.034

6.1229

512.29

K index

0.419*

0.002

1.5207

52.07

Min. Distance

−0.001*

0.00002

0.9992

−0.08

Interaction (Ref. Lerwick:K)

 Hartland:K

−0.272*

0.0005

0.7618

− 23.81

 Pedeli:K

−0.320*

0.035

0.7263

−27.36

Intercept

2.734*

0.035

15.3973

 

Observations

19,950

Log Likelihood

−95,278.82

Akaike Inf. Crit.

190,573.6

McFadden’s pseudo R2

0.52

  1. For each predictor we provide the regression coefficient (β), the standard error, exp.(β), and the percent effect size ([exp(β)-1]×100)
  2. *p < 0.01