Table 4.
Most competitive models describing Plasmodium prevalence as assessed using tissue samples collected from northern pintails in 2011–2012 from Alaska, California, and Japan where psi (Ψ) is the estimate of prevalence and rho (ρ) is the estimate of detection probability from occupancy models. Abbreviations used for sub-regions in Alaska are as follows: NWR = National Wildlife Refuge, Y-K = Yukon-Kuskokwim, K-N = Koyukuk-Nowitna.
Predicting Plasmodium infection | Parameters for top Plasmodium model | ||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|
Model | QAICc | ΔQAICc | QAICc weights | Model likelihood | No. of parameters | Deviance | Estimate | s.e. | Lower c.i. | Upper c.i. | |
{Ψ Alaska sub-region vs Others, ρ} | 189.771 | 0.000 | 0.775 | 1.000 | 5 | 22.539 | ρ | 0.928 | 0.040 | 0.800 | 0.976 |
{Ψ Sub-region, ρ} | 192.293 | 2.522 | 0.220 | 0.283 | 7 | 21.002 | Ψ Izembek NWR | 0.005 | 0.007 | 0.000 | 0.081 |
{Ψ Sub-region * Age, ρ} | 201.016 | 11.245 | 0.003 | 0.004 | 12 | 19.492 | Ψ Y-K Delta NWR | 0.045 | 0.022 | 0.017 | 0.112 |
{Ψ Sub-region * Sex, ρ} | 201.101 | 11.330 | 0.003 | 0.004 | 13 | 17.517 | Ψ K-N NWR | 0.176 | 0.040 | 0.111 | 0.267 |
{Ψ Region, ρ} | 210.264 | 20.493 | 0.000 | 0.000 | 4 | 45.055 | Ψ California + Japan | 0.026 | 0.014 | 0.009 | 0.074 |
{Ψ K-N NWR vs Others, ρ} | 212.223 | 22.452 | 0.000 | 0.000 | 3 | 49.033 | |||||
{Ψ Sub-region * Age * Sex, ρ} | 216.875 | 27.104 | 0.000 | 0.000 | 23 | 12.419 | Variance inflation = 2.156 | ||||
{Ψ Sub-region * Age * Sex, ρ Alaska sub-region vs Others} | 218.987 | 29.216 | 0.000 | 0.000 | 24 | 12.417 | |||||
{Ψ Sub-region * Age * Sex, ρ Region} | 220.764 | 30.993 | 0.000 | 0.000 | 25 | 12.075 | |||||
{Ψ Sub-region * Age * Sex, ρ Sub-region} | 223.532 | 33.761 | 0.000 | 0.000 | 28 | 8.456 | |||||
{Ψ Sub-region * Age * Sex, ρ Sub-region * Sex} | 224.676 | 34.906 | 0.000 | 0.000 | 30 | 5.318 | |||||
{Ψ Sub-region * Age * Sex, ρ Sub-region * Age} | 226.972 | 37.201 | 0.000 | 0.000 | 31 | 5.464 | |||||
{Ψ Sub-region * Age * Sex, ρ Sub-region * Age * Sex} | 254.518 | 64.747 | 0.000 | 0.000 | 44 | 4.602 | |||||
{Ψ Sub-region * Age * Sex, ρ Sub-region * Age * Sex * Run} | 300.068 | 110.297 | 0.000 | 0.000 | 66 | 0.000 |