Maximum likelihood ratio tests (LRT) for the significance of trap type, rainfall, and temperature on Poisson generalized linear mixed effects models for the abundance of all mosquito species, and Aedes sierrensis, separated by sex, across suburban habitats in Salt Lake City, UT
Species . | Model . | df . | AIC . | LRT . | P(χ 2) . |
---|---|---|---|---|---|
All species | Full model | 1093.2 | |||
Females | Trap type | 3 | 1669 | 581.76 | <2.20E-16* |
Rainfall | 1 | 1112.6 | 21.42 | <3.68E-06* | |
Temperature | 1 | 1204.3 | 113.13 | <2.20E-16* | |
All species | Full model | 423.53 | |||
Males | Trap type | 3 | 576.04 | 158.51 | <2.20E-16* |
Rainfall | 1 | 567.88 | 146.34 | <2.20E-16* | |
Temperature | 1 | 600.14 | 178.61 | <2.20E-16* | |
Ae. sierrensis | Full model | 240.75 | |||
Females | Trap type | 3 | 326.44 | 91.695 | <2.20E-16* |
Rainfall | 1 | 271.05 | 32.304 | <1.32E-08* | |
Temperature | 1 | 325.34 | 86.594 | <2.20E-16* | |
Ae. sierrensis | Full model | 313.06 | |||
Males | Trap type | 3 | 507.96 | 200.91 | <2.20E-16* |
Rainfall | 1 | 489.51 | 178.45 | <2.20E-16* | |
Temperature | 1 | 540.01 | 228.95 | <2.20E-16* |
Species . | Model . | df . | AIC . | LRT . | P(χ 2) . |
---|---|---|---|---|---|
All species | Full model | 1093.2 | |||
Females | Trap type | 3 | 1669 | 581.76 | <2.20E-16* |
Rainfall | 1 | 1112.6 | 21.42 | <3.68E-06* | |
Temperature | 1 | 1204.3 | 113.13 | <2.20E-16* | |
All species | Full model | 423.53 | |||
Males | Trap type | 3 | 576.04 | 158.51 | <2.20E-16* |
Rainfall | 1 | 567.88 | 146.34 | <2.20E-16* | |
Temperature | 1 | 600.14 | 178.61 | <2.20E-16* | |
Ae. sierrensis | Full model | 240.75 | |||
Females | Trap type | 3 | 326.44 | 91.695 | <2.20E-16* |
Rainfall | 1 | 271.05 | 32.304 | <1.32E-08* | |
Temperature | 1 | 325.34 | 86.594 | <2.20E-16* | |
Ae. sierrensis | Full model | 313.06 | |||
Males | Trap type | 3 | 507.96 | 200.91 | <2.20E-16* |
Rainfall | 1 | 489.51 | 178.45 | <2.20E-16* | |
Temperature | 1 | 540.01 | 228.95 | <2.20E-16* |
In the table, rows indicating ‘full model’ show data for models that included trap type, rainfall, and temperature as covariates. Rows indicating ‘trap type’, ‘rainfall’, and ‘temperature’ show results for the LRTs between the full model and models where that variable was removed. AIC stands for Akaike information criterion, a model selection metric that selects best models by minimizing the trade-off between model likelihood and parameter number (Kuhn and Johnson 2013). In the table, best models are bolded.
*Statistically significant (P < 0.05).
Maximum likelihood ratio tests (LRT) for the significance of trap type, rainfall, and temperature on Poisson generalized linear mixed effects models for the abundance of all mosquito species, and Aedes sierrensis, separated by sex, across suburban habitats in Salt Lake City, UT
Species . | Model . | df . | AIC . | LRT . | P(χ 2) . |
---|---|---|---|---|---|
All species | Full model | 1093.2 | |||
Females | Trap type | 3 | 1669 | 581.76 | <2.20E-16* |
Rainfall | 1 | 1112.6 | 21.42 | <3.68E-06* | |
Temperature | 1 | 1204.3 | 113.13 | <2.20E-16* | |
All species | Full model | 423.53 | |||
Males | Trap type | 3 | 576.04 | 158.51 | <2.20E-16* |
Rainfall | 1 | 567.88 | 146.34 | <2.20E-16* | |
Temperature | 1 | 600.14 | 178.61 | <2.20E-16* | |
Ae. sierrensis | Full model | 240.75 | |||
Females | Trap type | 3 | 326.44 | 91.695 | <2.20E-16* |
Rainfall | 1 | 271.05 | 32.304 | <1.32E-08* | |
Temperature | 1 | 325.34 | 86.594 | <2.20E-16* | |
Ae. sierrensis | Full model | 313.06 | |||
Males | Trap type | 3 | 507.96 | 200.91 | <2.20E-16* |
Rainfall | 1 | 489.51 | 178.45 | <2.20E-16* | |
Temperature | 1 | 540.01 | 228.95 | <2.20E-16* |
Species . | Model . | df . | AIC . | LRT . | P(χ 2) . |
---|---|---|---|---|---|
All species | Full model | 1093.2 | |||
Females | Trap type | 3 | 1669 | 581.76 | <2.20E-16* |
Rainfall | 1 | 1112.6 | 21.42 | <3.68E-06* | |
Temperature | 1 | 1204.3 | 113.13 | <2.20E-16* | |
All species | Full model | 423.53 | |||
Males | Trap type | 3 | 576.04 | 158.51 | <2.20E-16* |
Rainfall | 1 | 567.88 | 146.34 | <2.20E-16* | |
Temperature | 1 | 600.14 | 178.61 | <2.20E-16* | |
Ae. sierrensis | Full model | 240.75 | |||
Females | Trap type | 3 | 326.44 | 91.695 | <2.20E-16* |
Rainfall | 1 | 271.05 | 32.304 | <1.32E-08* | |
Temperature | 1 | 325.34 | 86.594 | <2.20E-16* | |
Ae. sierrensis | Full model | 313.06 | |||
Males | Trap type | 3 | 507.96 | 200.91 | <2.20E-16* |
Rainfall | 1 | 489.51 | 178.45 | <2.20E-16* | |
Temperature | 1 | 540.01 | 228.95 | <2.20E-16* |
In the table, rows indicating ‘full model’ show data for models that included trap type, rainfall, and temperature as covariates. Rows indicating ‘trap type’, ‘rainfall’, and ‘temperature’ show results for the LRTs between the full model and models where that variable was removed. AIC stands for Akaike information criterion, a model selection metric that selects best models by minimizing the trade-off between model likelihood and parameter number (Kuhn and Johnson 2013). In the table, best models are bolded.
*Statistically significant (P < 0.05).
This PDF is available to Subscribers Only
View Article Abstract & Purchase OptionsFor full access to this pdf, sign in to an existing account, or purchase an annual subscription.