Set of candidate models for modeling the environmental niche of Yellow-headed Brush-finch and Tolima Dove in the Colombian Andes. Listed are the four top-ranked models for each species. A total of 15 and 11 different models were fitted for Yellow-headed Brush-finch and Tolima Dove, respectively. Models contain different combinations of coefficient features (L: linear; L + Q: linear + quadratic; H + Q: hinge + quadratic) and regularization constants (0.2, 0.5, 0.8). Models were ranked based on the difference from the top model in AICc scores (ΔAICc). k is the number of model parameters, –2lnL is the maximized log-likelihood, and wi is the Akaike weight
Model . | k . | –2lnL . | ΔAICc . | wi . |
---|---|---|---|---|
(A) Yellow-headed Brush-finch | ||||
L + Q (0.25)a | 13 | 1667.68 | 0 | 0.99509 |
L + Q (0.5) | 13 | 1700.1 | 10.65 | 0.00484 |
L + Q (0.8) | 12 | 1690.5 | 19.27 | 0.00006 |
Q + H (0.8) | 29 | 1635.7 | 32.33 | 0.00000 |
(B) Tolima Dove | ||||
L + Q (0.25)a | 12 | 895.06 | 0 | 0.96463 |
L + Q (0.5) | 10 | 864.3 | 6.63 | 0.03500 |
L + Q (0.8) | 10 | 921.1 | 15.76 | 0.00036 |
L (0.25) | 7 | 969.48 | 54.25 | 0.00000 |
Model . | k . | –2lnL . | ΔAICc . | wi . |
---|---|---|---|---|
(A) Yellow-headed Brush-finch | ||||
L + Q (0.25)a | 13 | 1667.68 | 0 | 0.99509 |
L + Q (0.5) | 13 | 1700.1 | 10.65 | 0.00484 |
L + Q (0.8) | 12 | 1690.5 | 19.27 | 0.00006 |
Q + H (0.8) | 29 | 1635.7 | 32.33 | 0.00000 |
(B) Tolima Dove | ||||
L + Q (0.25)a | 12 | 895.06 | 0 | 0.96463 |
L + Q (0.5) | 10 | 864.3 | 6.63 | 0.03500 |
L + Q (0.8) | 10 | 921.1 | 15.76 | 0.00036 |
L (0.25) | 7 | 969.48 | 54.25 | 0.00000 |
a The AICc values of the top models for Yellow-headed Brush-finch and Tolima Dove are 1700.2 and 932.4, respectively.
Set of candidate models for modeling the environmental niche of Yellow-headed Brush-finch and Tolima Dove in the Colombian Andes. Listed are the four top-ranked models for each species. A total of 15 and 11 different models were fitted for Yellow-headed Brush-finch and Tolima Dove, respectively. Models contain different combinations of coefficient features (L: linear; L + Q: linear + quadratic; H + Q: hinge + quadratic) and regularization constants (0.2, 0.5, 0.8). Models were ranked based on the difference from the top model in AICc scores (ΔAICc). k is the number of model parameters, –2lnL is the maximized log-likelihood, and wi is the Akaike weight
Model . | k . | –2lnL . | ΔAICc . | wi . |
---|---|---|---|---|
(A) Yellow-headed Brush-finch | ||||
L + Q (0.25)a | 13 | 1667.68 | 0 | 0.99509 |
L + Q (0.5) | 13 | 1700.1 | 10.65 | 0.00484 |
L + Q (0.8) | 12 | 1690.5 | 19.27 | 0.00006 |
Q + H (0.8) | 29 | 1635.7 | 32.33 | 0.00000 |
(B) Tolima Dove | ||||
L + Q (0.25)a | 12 | 895.06 | 0 | 0.96463 |
L + Q (0.5) | 10 | 864.3 | 6.63 | 0.03500 |
L + Q (0.8) | 10 | 921.1 | 15.76 | 0.00036 |
L (0.25) | 7 | 969.48 | 54.25 | 0.00000 |
Model . | k . | –2lnL . | ΔAICc . | wi . |
---|---|---|---|---|
(A) Yellow-headed Brush-finch | ||||
L + Q (0.25)a | 13 | 1667.68 | 0 | 0.99509 |
L + Q (0.5) | 13 | 1700.1 | 10.65 | 0.00484 |
L + Q (0.8) | 12 | 1690.5 | 19.27 | 0.00006 |
Q + H (0.8) | 29 | 1635.7 | 32.33 | 0.00000 |
(B) Tolima Dove | ||||
L + Q (0.25)a | 12 | 895.06 | 0 | 0.96463 |
L + Q (0.5) | 10 | 864.3 | 6.63 | 0.03500 |
L + Q (0.8) | 10 | 921.1 | 15.76 | 0.00036 |
L (0.25) | 7 | 969.48 | 54.25 | 0.00000 |
a The AICc values of the top models for Yellow-headed Brush-finch and Tolima Dove are 1700.2 and 932.4, respectively.
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