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. 2023 Oct 9;120(42):e2218679120. doi: 10.1073/pnas.2218679120

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.