Table 1.
Comparison of Quasi-likelihood under Independence Criterion (QIC) parameters for model selection between the Wind model and the Wind+SP model
Model name | Variables | K | QIC | QICω | Χ2 | C-index |
---|---|---|---|---|---|---|
Females | ||||||
Wind+SP | SP * windDir + SP:windSp + windDir:windSp | 5 | 6336.97 | 0.99 | 92.92 | 0.61 |
Wind | windDir * windSp | 2 | 6360.42 | < 0.001 | 62.12 | 0.56 |
Males | ||||||
Wind+SP | SP * windDir + SP:windSp + windDir:windSp | 5 | 4729.39 | 0.99 | 71.94 | 0.61 |
Wind | windDir * windSp | 2 | 4770.18 | < 0.001 | 17.69 | 0.53 |
K = number of parameters; QICω = QIC weight, assesses weight of evidence in support of model; Χ2 = compares log-likelihood of the full model to the log-likelihood of a null model; C-index = concordance index, measures agreement between model predictions and observed response. Smaller QIC and higher QICω indicate better support for the model; larger Χ2 values indicate a better model fit. Parameters joined by ‘:’ indicate an interaction; parameters joined by ‘*’ indicate an interaction plus the main effects of the singular variables. As wind speed does not vary within decision points, it could not be fitted as a fixed effect (SI Appendix, Supplementary Materials). The model name indicates how the model is referred in the text. Models are ordered by QICω.
Notes – SP = sound pressure, pascals; windDir = wind direction relative to segment bearing, °; windSp = wind speed, m/s.