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. 2015 Nov 18;228(3):366–383. doi: 10.1111/joa.12421

Table 7.

Results of Goodall's F‐tests and phylogenetic anova (iteration = 10 000), evaluating the relationship between ecological categories and bony labyrinth shapes (mean 3D Procrustes coordinates by species), with and without taking into account the phylogeny. Ecological signal is evaluated for multiple clades of the reference tree and for different set of ecologies (all ecologies, and each ecology compared with other categories)

ProcD BE df
Goodall's F‐test Phylogenetic anova Goodall's F‐test Phylogenetic anova
R 2 F P‐value corrected R 2 F P‐value corrected R 2 F P‐value corrected R 2 F P‐value corrected
All ecologies
Clade 0 0.21079 1.7361 0.232674 0.14706 1.1207 1 0.19088 1.5334 0.737022 0.15881 1.2272 1 4
Clade 1 0.63995 1.7774 1 0.51607 1.0664 1 0.64095 1.7851 1 0.51716 1.0711 1 1
Clade 2 0.24779 1.8118 0.0805922 0.16203 1.0635 1 0.23767 1.7147 0.167687 0.16185 1.0621 1 4
Clade 3 0.49432 1.4663 1 0.49638 1.4785 1 0.44162 1.1863 1 0.45091 1.2318 1 2
Clade 4 0.23903 1.7799 0.0233974 * 0.18587 1.2937 1 0.22883 1.6814 0.0545948 0.19908 1.4085 1 3
Clade 5 0.26865 1.9591 0.00649935 ** 0.20162 1.3469 1 0.25227 1.7994 0.0350961 * 0.21274 1.4412 1 3
Clade 6 0.30295 2.1731 0.00129987 ** 0.22834 1.4796 1 0.27857 1.9307 0.0259974 * 0.23449 1.5316 0.945009 3
Clade 7 0.4725 1.7914 0.1104896 0.32806 0.9765 1 0.4178 1.4352 1 0.306 0.8818 1 2
Clade 8 0.32348 1.4344 0.856609 0.41847 2.1588 0.500448 0.31423 1.3747 1 0.41529 2.1307 1 1
Clade 9 0.25508 1.5409 0.597935 0.2345 1.3785 1 0.26217 1.5989 0.625885 0.25243 1.5195 1 2
Clade 10 0.15224 1.6163 1 0.15184 1.6112 1 0.17721 1.9385 0.581048 0.18474 2.0394 1 1
Clade 11 0.17984 1.7542 0.729222 0.18064 1.7637 1 0.20058 2.0072 0.510848 0.20911 2.1152 1 1
Clade 12 0.40524 2.044 0.170937 0.48769 2.8559 0.998296 0.45251 2.4795 0.320411 0.54471 3.5893 0.657735 1
Semi‐aquatic and other categories
Clade 0 0.10823 3.5197 0.0318967 * 0.049281 1.5032 1 0.096795 3.1079 0.0923912 0.058097 1.7887 1 1
Clade 2 0.035301 0.9148 1 0.042977 1.1227 1 0.033974 0.8792 1 0.047084 1.2353 1 1
Clade 4 0.04671 0.931 1 0.087189 1.8148 1 0.047823 0.9543 1 0.09034 1.8869 1 1
Clade 5 0.038998 0.7304 1 0.045047 0.8491 1 0.037499 0.7013 1 0.046035 0.8686 1 1
Clade 6 0.051444 0.922 1 0.070386 1.2872 1 0.048059 0.8582 1 0.073885 1.3562 1 1
Clade 9 0.056486 0.5987 1 0.057182 0.6065 1 0.051547 0.5435 1 0.053074 0.5605 1 1
Clade 9+ Melinae 0.034671 0.431 1 0.088572 1.1661 1 0.038587 0.4816 1 0.090277 1.1908 1 1
Clade 9+ Martinae 0.039664 0.6195 1 0.059188 0.9437 1 0.037983 0.5922 1 0.056381 0.8962 1 1
Clade 10 0.095686 0.9523 1 0.11759 1.1994 1 0.12009 1.2284 1 0.13821 1.4434 1 1
Clade 11 0.1395 1.2969 1 0.093135 0.8216 1 0.15682 1.4879 1 0.092622 0.8166 1 1
Clade 12 0.20703 0.7833 1 0.24533 0.9752 1 0.20525 0.7747 1 0.23874 0.9408 1 1
Semi‐fossorial and other categories 
Clade 0 0.046084 1.401 1 0.029091 0.8689 1 0.042063 1.2734 1 0.031919 0.9562 1 1
Clade 1 0.48442 0.9396 1 0.53802 1.1646 1 0.48108 0.9271 1 0.53478 1.1495 1 1
Clade 2 0.024313 0.623 1 0.057851 1.5351 1 0.023778 0.6089 1 0.06067 1.6147 1 1
Clade 4 0.045101 0.8974 1 0.042256 0.8383 1 0.039814 0.7878 1 0.036509 0.72 1 1
Clade 5 0.053751 1.0225 1 0.077039 1.5024 1 0.060143 1.1518 1 0.085024 1.6726 1 1
Clade 6 0.068046 1.2412 1 0.08891 1.6586 0.9599 0.065604 1.1936 1 0.087845 1.6372 1 1
Clade 7 0.19406 1.204 1 0.3494 2.6852 0.86091 0.20766 1.3104 1 0.37194 2.961 0.53295 1
Clade 9+ Melinae 0.087508 1.1508 1 0.10862 1.4622 1 0.086723 1.1395 1 0.10941 1.4743 1 1
Clade 9+ Martinae 0.037803 0.5893 1 0.040653 0.6356 1 0.037413 0.583 1 0.037408 0.5829 1 1
Clade 9 0.050509 0.532 1 0.054727 0.5789 1 0.052625 0.5555 1 0.051884 0.5472 1 1
Semi‐arboreal and other categories 
Clade 0 0.025779 0.7674 1 0.038725 1.1683 1 0.022483 0.667 1 0.033913 1.018 1 1
Clade 2 0.023696 0.6068 1 0.031441 0.8116 1 0.023901 0.6122 1 0.027606 0.7097 1 1
Clade 3 0.24977 1.3317 1 0.15251 0.7198 1 0.2332 1.2165 1 0.13363 0.617 1 1
Clade 4 0.036652 0.7229 1 0.052695 1.0569 1 0.041631 0.8254 1 0.057992 1.1697 1 1
Clade 5 0.096013 1.9118 0.373014 0.11204 2.2711 0.600237 0.099118 1.9804 0.261423 0.11789 2.4056 0.489555 1
Clade 6 0.044482 0.7914 1 0.034937 0.6154 1 0.039403 0.6973 1 0.030367 0.5324 1 1
Clade 7 0.22298 1.4348 0.832869 0.35299 2.7278 0.188082 0.2375 1.5574 0.648387 0.36614 2.8882 0.090891 1
Clade 8 0.18397 0.6763 1 0.18743 0.692 1 0.1809 0.6625 1 0.16648 0.5992 1 1
Clade 9+ Martinae 0.05583 0.887 1 0.049927 0.7883 1 0.050356 0.7954 1 0.042071 0.6588 1 1
Arboreal and other categories 
Clade 0 0.053894 1.652 0.256473 0.042112 1.2749 1 0.049403 1.5072 0.39897 0.050291 1.5357 0.64014 1
Clade 2 0.037744 0.9806 1 0.045781 1.1994 1 0.040308 1.05 1 0.04732 1.2418 1 1
Clade 3 0.1655 0.7933 1 0.20136 1.0085 1 0.19999 1 1 0.24452 1.2946 1 1
Semi‐arboreal‐arboreal and other categories
Clade 0 0.048947 1.4925 0.39717 0.03206 0.9605 1 0.04381 1.3287 0.58404 0.032993 0.9895 1 1
Clade 2 0.038234 0.9938 1 0.032083 0.8287 1 0.041134 1.0725 1 0.028189 0.7252 1 1
Clade 3 0.18569 0.9121 1 0.21765 1.1128 1 0.16283 0.778 1 0.24849 1.3227 1 1

BE, minimum bending energy criterion; df, degrees of freedom; F, test statistic; ProcD, minimum Procrustes distance criterion; R 2, coefficient of determination.

Associated P‐values with Bonferroni correction applied for 13, 11, 10, 9, 3 and 3 tests; asterisks and bold indicate significant P‐values: *< 0.05; **< 0.005.