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. 2014 Dec 4;8(12):e3360. doi: 10.1371/journal.pntd.0003360

Table 2. Multivariate partial least squares regression analysis of log transformed tsetse fly catches using calculated photoreceptor excitations as predictors.

Species G. f. fuscipes G. p. palpalis G. p. palpalis G. pallidipes
Bait Targets Screens Biconical traps F2 traps
Sex M. F. M. F. M. F. M. F.
R1-6 C. −0.006 −0.003 −0.112 −0.019 +0.186 +0.197 −1.063 −1.183
S. 0.0095 0.0065 0.1785 0.0435 +0.1105 +0.1075 0.3893 0.4143
R7p C. −0.414 −0.594 −0.319 −0.361 −1.244 −1.404 −2.255 −1.797
S. 0.4211 0.7001 0.3973 0.6643 0.5874 0.6114 0.3814 0.2915
R7y C. +0.166 +0.232 +0.404 +0.355 +1.485 +1.651 +4.240 +4.362
S. +0.2063 +0.3343 +0.5832 +0.7572 +0.8402 +0.8612 +1.1941 +1.1741
R8p C. +0.118 +0.171 +0.121 +0.187 +1.280 +1.421 +0.881 +0.852
S. +0.1864 +0.3124 +0.1974 +0.4504 +0.7983 +0.8183 +0.3295 +0.3044
R8y C. −0.238 −0.329 −0.457 −0.355 −1.808 −2.034 −2.636 −2.855
S. 0.3882 0.6222 0.7511 0.8631 1.0801 1.1211 1.0562 1.0932
constant C. +1.956 +1.997 +1.951 +1.840 +1.456 +1.315 +1.795 +1.654
S. 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000
LFs 3 3 2 3*
r2 0.207 0.541 0.422 0.435 0.794 0.836 0.817 0.858
pred. r2 0.015 0.381 0.174 0.194 0.727 0.771 0.754 0.809

Raw data from [5], [7], [11]. M. =  male; F. =  female; C. =  coefficient; S.  =  standardised coefficient; LFs  =  latent factors; pred. r2  =  predicted r2. The superscript following each standardised coefficient indicates its rank order of relative magnitude within each analysis.

* An initial model with 4 latent factors had a marginally improved fit, but the model selection plot indicated over-fitting. The parameters of this more complex model were: R1-6: −2.185 (−0.800), −2.437 (−0.852); R7p: −2.333 (−0.395), −1.884 (−0.305); R7y: +5.704 (+1.606), +5.997 (+1.614); R8p: −0.058 (−0.022), −0.199 (−0.071); R8y: −1.592 (−0.638), −1.688 (−0.646).