title 'Urosaurus Scale Data'; data scales; input Species $ 1-3 GFCL VENMIDB BETFP ROWSDORS PRIMROW ROWVERT SUPRALAB FN OCCIP OPAMP KOCCIP FP_Res TOE_Res SLSPIKE_Res MGF_Res SVL values $ 4-146; datalines; Ug 1.755875 1.322219 1.041393 0.544068 1.662758 0.000000 0.698970 0.903090 0.477121 1.113943 1.255273 -0.014313 0.059480 0.141309 -0.041025 1.724276 Ug 1.770852 1.278754 1.041393 0.477121 1.698970 0.000000 0.698970 0.954243 0.477121 1.041393 1.113943 -0.011989 0.051527 0.066580 -0.015155 1.716003 Ug 1.770852 1.342423 1.079181 0.544068 1.770852 0.000000 0.778151 1.000000 0.477121 1.041393 1.230449 -0.023189 0.050556 0.045122 -0.011942 1.755875 Ug 1.748188 1.230449 1.041393 0.544068 1.698970 0.000000 0.778151 1.000000 0.477121 1.113943 1.278754 -0.044993 0.034578 0.117139 0.000002 1.698970 Ug 1.724276 1.322219 1.041393 0.602060 1.763428 0.000000 0.602060 1.000000 0.477121 1.041393 1.176091 -0.009620 0.057476 0.071118 -0.001803 1.707570 Ug 1.785330 1.230449 1.041393 0.544068 1.755875 0.000000 0.698970 0.845098 0.301030 1.041393 1.146128 -0.018832 0.020105 -0.043440 -0.020268 1.740363 Ug 1.792392 1.230449 1.000000 0.653213 1.672098 0.000000 0.778151 1.000000 0.477121 1.113943 1.041393 -0.088801 0.043235 0.025361 -0.037519 1.707570 Ug 1.806180 1.204120 1.113943 0.602060 1.662758 0.000000 0.698970 1.000000 0.698970 1.146128 1.146128 -0.040012 0.031843 0.085287 0.025999 1.681241 Ug 1.778151 1.278754 1.041393 0.653213 1.707570 0.000000 0.778151 1.113943 0.301030 1.113943 1.176091 -0.009620 0.071264 -0.083784 -0.013385 1.707570 Ug 1.770852 1.255273 1.041393 0.544068 1.724276 0.000000 0.778151 1.000000 0.301030 1.079181 1.255273 0.015930 0.048133 0.053470 0.002595 1.740363 Ug 1.799341 1.278754 1.041393 0.602060 1.724276 0.000000 0.698970 1.113943 0.301030 1.113943 1.204120 0.008391 0.102701 -0.049278 0.044655 1.643453 Ug 1.690196 1.255273 1.079181 0.544068 1.690196 0.000000 0.778151 0.845098 0.477121 1.079181 1.230449 -0.067985 0.033356 0.152390 0.025031 1.633468 Ug 1.724276 1.301030 0.954243 0.602060 1.698970 0.000000 0.698970 0.954243 0.477121 1.079181 1.146128 -0.016593 0.025726 0.057759 -0.030495 1.732394 Ug 1.748188 1.255273 1.041393 0.544068 1.690196 0.000000 0.698970 0.954243 0.301030 1.079181 1.146128 -0.058819 0.042614 -0.047651 0.000952 1.748188 Ug 1.740363 1.255273 1.113943 0.544068 1.653213 0.000000 0.698970 0.903090 0.301030 1.041393 1.079181 -0.014313 0.031452 0.103520 -0.005310 1.724276 Ug 1.792392 1.397940 1.079181 0.602060 1.690196 0.000000 0.778151 0.954243 0.301030 1.041393 1.301030 -0.056620 0.087051 -0.043440 0.024314 1.740363 Ug 1.799341 1.278754 1.041393 0.544068 1.740363 0.000000 0.698970 0.845098 0.301030 1.041393 1.278754 -0.007204 0.019338 0.029989 0.000002 1.698970 Ug 1.740363 1.380211 1.079181 0.544068 1.653213 0.000000 0.698970 0.845098 0.301030 1.079181 1.041393 -0.018832 0.048133 0.053470 -0.032167 1.740363 Ug 1.740363 1.255273 1.041393 0.544068 1.568202 0.000000 0.845098 1.000000 0.477121 1.079181 1.255273 -0.052101 0.045692 0.103520 0.005971 1.724276 Ug 1.778151 1.278754 1.000000 0.602060 1.698970 0.000000 0.778151 1.000000 0.477121 1.079181 1.204120 -0.093494 0.059480 0.103520 0.027691 1.724276 Ug 1.748188 1.322219 1.113943 0.544068 1.690196 0.000000 0.698970 1.000000 0.301030 1.113943 1.079181 -0.093494 0.059480 0.062128 0.005971 1.724276 Ug 1.698970 1.278754 1.079181 0.602060 1.690196 0.000000 0.698970 1.000000 0.301030 1.041393 1.255273 -0.056620 0.034345 0.053470 0.024314 1.740363 Ug 1.806180 1.278754 1.176091 0.602060 1.643453 0.000000 0.698970 0.954243 0.301030 1.079181 1.301030 -0.018832 0.020105 0.094863 0.013590 1.740363 Ug 1.792392 1.322219 1.146128 0.602060 1.707570 0.000000 0.602060 0.845098 0.301030 1.000000 1.278754 -0.044993 0.090694 0.075746 -0.011580 1.698970 Ug 1.799341 1.301030 1.041393 0.544068 1.732394 0.000000 0.778151 0.954243 0.301030 1.079181 1.255273 -0.054382 -0.020032 0.099151 0.015263 1.732394 Ug 1.748188 1.278754 1.000000 0.653213 1.690196 0.000000 0.778151 0.903090 0.477121 1.079181 1.278754 -0.011989 0.037287 0.107972 0.007708 1.716003 Ug 1.748188 1.361728 1.041393 0.544068 1.690196 0.000000 0.602060 0.778151 0.301030 1.146128 1.255273 -0.095774 0.039966 0.012001 0.015263 1.732394 Ug 1.770852 1.278754 1.041393 0.544068 1.672098 0.000000 0.698970 0.903090 0.301030 1.113943 1.146128 -0.058819 0.014585 0.003501 -0.010329 1.748188 Ug 1.763428 1.322219 1.146128 0.602060 1.653213 0.000000 0.698970 1.079181 0.301030 1.079181 1.204120 -0.095774 0.039966 0.012001 -0.007014 1.732394 Ug 1.763428 1.278754 1.079181 0.602060 1.662758 0.000000 0.698970 1.146128 0.477121 1.113943 1.230449 -0.011989 0.037287 0.107972 -0.003573 1.716003 Ug 1.792392 1.278754 1.079181 0.544068 1.623249 0.000000 0.778151 1.000000 0.301030 1.079181 1.204120 -0.058819 0.042614 0.049259 0.011948 1.748188 Ug 1.763428 1.255273 1.113943 0.544068 1.690196 0.000000 0.698970 1.000000 0.477121 1.113943 1.230449 -0.093494 0.016728 0.103520 -0.016892 1.724276 Ug 1.755875 1.278754 1.079181 0.602060 1.672098 0.000000 0.698970 0.845098 0.301030 1.041393 1.230449 -0.088801 0.013272 0.112511 0.009478 1.707570 Ug 1.724276 1.230449 1.079181 0.602060 1.681241 0.000000 0.698970 1.079181 0.477121 1.079181 1.301030 -0.034820 0.074844 -0.001675 0.007603 1.662758 Ug 1.724276 1.230449 1.000000 0.544068 1.681241 0.000000 0.778151 1.000000 0.301030 1.079181 1.230449 -0.091170 0.065315 0.066580 -0.064843 1.716003 Ug 1.755875 1.322219 1.000000 0.544068 1.653213 0.000000 0.698970 0.903090 0.301030 1.079181 1.255273 -0.047409 0.043235 0.071118 -0.050108 1.707570 Ug 1.785330 1.301030 1.041393 0.602060 1.633468 0.000000 0.698970 0.954243 0.477121 1.113943 1.146128 -0.076213 0.060121 -0.001675 -0.053667 1.662758 Ug 1.770852 1.278754 1.079181 0.602060 1.732394 0.000000 0.778151 1.079181 0.477121 1.000000 1.278754 -0.078837 0.068256 0.044451 0.005642 1.672098 Ug 1.716003 1.278754 1.000000 0.477121 1.707570 0.000000 0.698970 1.041393 0.602060 1.079181 1.301030 -0.044993 0.063542 0.075746 -0.011580 1.698970 Ug 1.763428 1.255273 1.079181 0.602060 1.612784 0.000000 0.778151 0.778151 0.301030 1.079181 1.146128 -0.081405 0.047083 0.085287 0.015004 1.681241 Ug 1.826075 1.301030 1.000000 0.602060 1.716003 0.000000 0.778151 1.079181 0.301030 1.041393 1.301030 -0.034820 0.102873 0.095235 0.007603 1.662758 Ug 1.806180 1.380211 1.113943 0.477121 1.662758 0.000000 0.698970 0.903090 0.301030 1.000000 1.230449 -0.078837 0.082496 0.044451 -0.005940 1.672098 Ug 1.755875 1.255273 1.041393 0.477121 1.681241 0.000000 0.698970 0.954243 0.602060 1.079181 1.301030 -0.049777 0.051527 0.066580 -0.003573 1.716003 Ug 1.740363 1.255273 1.079181 0.602060 1.653213 0.000000 0.698970 1.041393 0.301030 1.041393 1.380211 -0.029397 0.088461 0.147017 0.000073 1.643453 Ug 1.799341 1.301030 1.079181 0.544068 1.724276 0.000000 0.778151 0.954243 0.602060 1.041393 1.361728 -0.042528 0.025527 0.034711 -0.009738 1.690196 Ug 1.763428 1.361728 1.079181 0.477121 1.602060 0.000000 0.778151 0.954243 0.602060 1.041393 1.176091 -0.002224 0.061807 0.085287 -0.019758 1.681241 Ug 1.792392 1.204120 1.146128 0.602060 1.653213 0.000000 0.778151 1.041393 0.477121 1.041393 1.431364 -0.032139 0.081577 0.179553 0.009606 1.653213 Ug 1.748188 1.230449 1.041393 0.602060 1.716003 0.000000 0.778151 1.000000 0.602060 1.079181 1.176091 -0.134559 0.043235 0.025361 -0.013385 1.707570 Uo 1.792392 1.301030 0.903090 0.778151 1.633468 0.301030 0.602060 0.903090 0.477121 1.146128 1.278754 0.032538 -0.072892 -0.069615 0.067392 1.681241 Uo 1.812913 1.322219 0.903090 0.698970 1.681241 0.477121 0.698970 0.778151 0.301030 1.176091 1.301030 0.052634 -0.047730 0.141309 0.027691 1.724276 Uo 1.724276 1.322219 0.903090 0.778151 1.612784 0.477121 0.845098 0.845098 0.301030 1.079181 1.176091 0.067291 0.006108 -0.006702 -0.005940 1.672098 Uo 1.826075 1.361728 0.903090 0.778151 1.643453 0.477121 0.602060 0.903090 0.301030 1.041393 1.477121 0.032538 0.016049 -0.011623 0.047189 1.681241 Uo 1.698970 1.230449 0.954243 0.778151 1.612784 0.477121 0.698970 0.778151 0.301030 1.146128 1.301030 0.020449 -0.047730 -0.034782 0.068119 1.724276 Uo 1.748188 1.301030 0.845098 0.778151 1.643453 0.477121 0.698970 1.041393 0.477121 1.146128 1.146128 0.057327 -0.018913 -0.025792 0.009478 1.707570 Uo 1.826075 1.342423 1.000000 0.602060 1.672098 0.477121 0.698970 0.954243 0.477121 1.041393 1.361728 -0.007204 -0.029880 -0.021164 0.011283 1.698970 Uo 1.770852 1.361728 1.041393 0.778151 1.653213 0.477121 0.698970 0.954243 0.602060 1.079181 1.255273 0.080317 -0.020032 0.012001 0.025987 1.732394 Uo 1.740363 1.322219 1.000000 0.778151 1.623249 0.477121 0.698970 0.778151 0.301030 1.113943 1.431364 -0.377243 -0.080058 -0.001675 0.051068 1.662758 Uo 1.681241 1.278754 1.000000 0.778151 1.602060 0.477121 0.698970 0.954243 0.477121 1.079181 1.230449 -0.011989 -0.059623 -0.030330 -0.027054 1.716003 Uo 1.785330 1.342423 0.954243 0.602060 1.591065 0.477121 0.698970 0.778151 0.301030 1.146128 1.176091 -0.014313 -0.047730 -0.034782 -0.005310 1.724276 Uo 1.748188 1.255273 1.000000 0.778151 1.602060 0.477121 0.698970 1.000000 0.301030 1.146128 1.176091 -0.007204 -0.047609 0.029989 0.000002 1.698970 Uo 1.819544 1.414973 1.041393 0.778151 1.633468 0.602060 0.602060 0.778151 0.698970 1.000000 1.255273 0.018169 -0.036422 -0.039151 -0.018596 1.732394 Uo 1.681241 1.361728 0.954243 0.778151 1.643453 0.477121 0.698970 0.954243 0.301030 1.146128 1.230449 0.030023 -0.041420 -0.141381 0.055528 1.690196 Uo 1.770852 1.322219 0.903090 0.698970 1.612784 0.301030 0.602060 0.903090 0.301030 1.000000 1.176091 -0.011989 -0.117615 -0.088322 0.029427 1.716003 Uo 1.740363 1.342423 0.903090 0.778151 1.591065 0.477121 0.698970 1.000000 0.477121 1.041393 1.204120 0.037730 -0.059855 -0.059667 -0.015879 1.662758 Uo 1.785330 1.342423 0.954243 0.778151 1.643453 0.477121 0.602060 0.778151 0.477121 1.113943 1.204120 -0.083921 -0.059903 -0.074434 -0.009738 1.690196 Uo 1.755875 1.301030 0.903090 0.778151 1.568202 0.301030 0.698970 0.954243 0.477121 1.113943 1.278754 0.057327 -0.053675 -0.025792 -0.025284 1.707570 Uo 1.778151 1.322219 1.000000 0.602060 1.623249 0.477121 0.602060 0.954243 0.477121 1.079181 1.278754 0.030023 -0.059903 -0.074434 0.024120 1.690196 Uo 1.763428 1.380211 0.954243 0.778151 1.579784 0.477121 0.698970 0.845098 0.477121 1.079181 1.380211 0.043757 -0.052985 -0.051788 0.031523 1.755875 Uo 1.748188 1.301030 1.000000 0.778151 1.633468 0.301030 0.602060 0.903090 0.301030 1.113943 1.204120 0.064723 -0.072892 -0.136561 -0.044582 1.681241 Uo 1.662758 1.278754 0.954243 0.778151 1.602060 0.301030 0.602060 0.903090 0.477121 1.113943 1.230449 0.000345 -0.066443 -0.064694 0.016923 1.672098 Uo 1.716003 1.301030 0.778151 0.698970 1.623249 0.301030 0.698970 0.845098 0.477121 1.079181 1.255273 0.062207 -0.142878 -0.016442 0.013124 1.690196 Uo 1.662758 1.322219 0.903090 0.602060 1.568202 0.301030 0.602060 0.903090 0.301030 1.079181 1.278754 -0.078837 -0.047138 -0.064694 -0.017839 1.672098 Uo 1.662758 1.322219 0.954243 0.778151 1.602060 0.301030 0.698970 0.903090 0.301030 1.146128 1.079181 -0.004739 -0.099412 -0.074434 0.034844 1.690196 Uo 1.653213 1.255273 0.845098 0.602060 1.568202 0.301030 0.698970 0.845098 0.477121 1.079181 1.342423 0.067291 -0.066443 -0.064694 0.016923 1.672098 Uo 1.724276 1.255273 0.903090 0.778151 1.612784 0.301030 0.602060 0.903090 0.477121 1.113943 1.301030 0.030023 -0.059903 -0.074434 0.034844 1.690196 Uo 1.778151 1.431364 1.000000 0.778151 1.672098 0.301030 0.602060 0.903090 0.477121 1.146128 1.204120 0.025142 -0.091463 -0.083784 0.009478 1.707570 Uo 1.633468 1.278754 0.903090 0.778151 1.579784 0.301030 0.602060 0.778151 0.477121 1.146128 1.230449 -0.002224 -0.093095 -0.011623 0.036723 1.681241 Uo 1.716003 1.361728 0.778151 0.778151 1.531479 0.477121 0.602060 0.845098 0.477121 1.146128 1.322219 0.059743 -0.105601 -0.079156 0.053687 1.698970 Uo 1.602060 1.204120 0.903090 0.778151 1.672098 0.477121 0.602060 0.903090 0.477121 1.113943 1.079181 0.043154 0.009280 0.008714 0.075324 1.643453 Uo 1.653213 1.255273 1.000000 0.698970 1.672098 0.301030 0.698970 1.000000 0.301030 1.041393 1.176091 0.069915 -0.059855 -0.001675 0.061287 1.662758 Uo 1.770852 1.431364 1.000000 0.778151 1.681241 0.301030 0.602060 0.778151 0.477121 1.113943 1.531479 -0.047409 -0.072158 -0.083784 -0.050108 1.707570 Uo 1.755875 1.414973 0.954243 0.778151 1.672098 0.477121 0.602060 0.778151 0.301030 1.000000 1.531479 0.002968 -0.004337 0.049477 -0.053667 1.662758 Uo 1.799341 1.491362 1.000000 0.845098 1.716003 0.477121 0.602060 0.845098 0.477121 1.113943 1.477121 0.002968 -0.022066 -0.059667 -0.003979 1.662758 Uo 1.770852 1.361728 0.778151 0.778151 1.653213 0.477121 0.602060 0.845098 0.477121 1.000000 1.397940 0.002968 -0.040549 -0.126614 -0.003979 1.662758 Uo 1.690196 1.462398 1.000000 0.903090 1.662758 0.477121 0.602060 0.778151 0.301030 1.041393 1.531479 -0.040012 -0.000341 -0.136561 0.015004 1.681241 Uo 1.792392 1.301030 0.954243 0.903090 1.643453 0.301030 0.602060 0.845098 0.477121 1.113943 1.531479 -0.034820 -0.040549 0.049477 0.018884 1.662758 Uo 1.748188 1.397940 1.000000 0.778151 1.672098 0.301030 0.698970 0.845098 0.477121 1.146128 1.505150 -0.040012 -0.017375 -0.136561 -0.007859 1.681241 Uo 1.770852 1.342423 1.041393 0.845098 1.716003 0.477121 0.698970 0.903090 0.000000 1.113943 1.505150 0.008391 -0.046238 -0.049278 -0.049615 1.643453 Uo 1.732394 1.361728 1.041393 0.778151 1.602060 0.477121 0.698970 0.778151 0.477121 1.113943 1.591065 -0.026592 -0.019890 -0.043905 0.002168 1.633468 Uo 1.778151 1.380211 1.113943 0.778151 1.662758 0.301030 0.602060 0.845098 0.477121 1.000000 1.568202 0.032538 -0.072892 -0.011623 -0.057547 1.681241 Uo 1.748188 1.322219 0.954243 0.778151 1.653213 0.477121 0.698970 0.845098 0.477121 1.113943 1.462398 -0.034820 -0.040549 -0.059667 -0.040702 1.662758 Uo 1.763428 1.322219 1.000000 0.778151 1.690196 0.477121 0.602060 0.845098 0.477121 1.079181 1.633468 0.032538 -0.035104 -0.011623 -0.070911 1.681241 Uo 1.763428 1.397940 1.000000 0.845098 1.732394 0.301030 0.698970 0.903090 0.301030 1.041393 1.612784 0.000345 -0.047138 0.044451 0.005642 1.672098 Uo 1.748188 1.447158 1.000000 0.778151 1.681241 0.301030 0.698970 0.778151 0.301030 1.041393 1.230449 0.002968 -0.040549 -0.059667 -0.053667 1.662758 Uo 1.778151 1.361728 0.903090 0.903090 1.707570 0.477121 0.778151 0.903090 0.477121 1.113943 1.414973 -0.007204 -0.047609 -0.079156 -0.074632 1.698970 Uo 1.732394 1.380211 1.000000 0.778151 1.662758 0.477121 0.698970 0.778151 0.477121 1.113943 1.518514 -0.034820 -0.004337 -0.001675 -0.028113 1.662758 Uo 1.755875 1.322219 1.079181 0.845098 1.633468 0.301030 0.698970 0.778151 0.301030 1.146128 1.361728 0.064723 -0.017375 -0.069615 -0.031993 1.681241 Uo 1.785330 1.380211 1.113943 0.845098 1.690196 0.477121 0.698970 0.845098 0.301030 1.079181 1.681241 0.067463 0.007691 -0.063777 -0.016618 1.778151 Uo 1.763428 1.361728 1.041393 0.778151 1.612784 0.477121 0.602060 0.903090 0.477121 1.079181 1.579784 0.108346 0.092672 -0.164090 -0.007014 1.732394 Uo 1.748188 1.322219 1.000000 0.778151 1.698970 0.477121 0.602060 0.954243 0.301030 1.146128 1.681241 0.078078 0.099286 0.007713 0.024314 1.740363 Uo 1.763428 1.361728 1.041393 0.778151 1.724276 0.477121 0.778151 1.000000 0.301030 1.146128 1.690196 0.067463 0.007691 -0.063777 0.047051 1.778151 Uo 1.778151 1.477121 1.146128 0.903090 1.662758 0.477121 0.698970 1.000000 0.602060 1.079181 1.643453 0.101749 0.037192 -0.000636 0.021058 1.755875 Uo 1.732394 1.301030 1.041393 0.778151 1.681241 0.477121 0.698970 1.000000 0.301030 1.146128 1.544068 0.057327 0.071264 -0.025792 0.020473 1.707570 Uo 1.755875 1.278754 1.079181 0.778151 1.698970 0.477121 0.602060 0.845098 0.301030 1.113943 1.544068 0.078078 -0.025653 0.007713 0.024314 1.740363 Uo 1.748188 1.342423 1.146128 0.778151 1.681241 0.477121 0.602060 0.845098 0.301030 1.113943 1.698970 0.045917 0.014585 0.003501 0.053340 1.748188 Uo 1.819544 1.322219 1.146128 0.778151 1.732394 0.477121 0.698970 0.903090 0.477121 1.041393 1.698970 0.115319 0.071264 0.025361 0.020473 1.707570 Uo 1.770852 1.322219 1.204120 0.778151 1.732394 0.477121 0.602060 0.954243 0.477121 1.146128 1.643453 0.071599 -0.041922 -0.055853 -0.037009 1.763428 Uo 1.755875 1.380211 1.079181 0.778151 1.662758 0.477121 0.602060 0.954243 0.602060 1.079181 1.556303 -0.011989 0.065315 0.020822 0.060096 1.716003 Uo 1.755875 1.322219 1.146128 0.903090 1.653213 0.477121 0.698970 0.954243 0.477121 1.146128 1.579784 0.039550 -0.001401 -0.059848 0.017914 1.770852 Uo 1.763428 1.255273 1.079181 0.778151 1.707570 0.477121 0.698970 1.041393 0.602060 1.176091 1.681241 0.048115 -0.009859 0.007713 0.013590 1.740363 Uo 1.732394 1.301030 1.079181 0.845098 1.755875 0.477121 0.778151 1.041393 0.477121 1.113943 1.505150 0.078078 0.020105 -0.043440 0.024314 1.740363 Uo 1.763428 1.342423 1.113943 0.903090 1.707570 0.602060 0.698970 0.903090 0.477121 1.113943 1.591065 0.048115 0.034345 0.007713 0.013590 1.740363 Uo 1.770852 1.380211 1.041393 0.903090 1.643453 0.477121 0.602060 1.041393 0.477121 1.146128 1.653213 0.071599 0.018076 -0.055853 -0.013528 1.763428 Uo 1.770852 1.342423 1.079181 0.778151 1.643453 0.477121 0.698970 0.954243 0.477121 1.113943 1.653213 0.020449 0.001488 0.062128 0.038156 1.724276 Uo 1.707570 1.301030 1.113943 0.778151 1.633468 0.477121 0.602060 0.954243 0.301030 1.079181 1.579784 0.120018 0.095450 0.036908 -0.000830 1.591065 Uo 1.716003 1.322219 1.000000 0.778151 1.707570 0.477121 0.698970 0.903090 0.477121 1.079181 1.477121 0.032538 -0.017375 -0.011623 -0.019758 1.681241 Uo 1.698970 1.342423 0.954243 0.778151 1.591065 0.477121 0.602060 0.778151 0.477121 1.113943 1.633468 0.040412 0.035819 -0.054530 -0.026109 1.653213 Uo 1.755875 1.361728 1.000000 0.778151 1.662758 0.477121 0.778151 0.954243 0.477121 1.113943 1.531479 0.087290 0.028512 -0.025792 0.009478 1.707570 Uo 1.799341 1.380211 1.000000 0.778151 1.792392 0.602060 0.602060 0.903090 0.477121 1.113943 1.662758 0.069915 0.044881 0.049477 0.061287 1.662758 Uo 1.778151 1.361728 1.079181 0.778151 1.681241 0.602060 0.602060 0.954243 0.602060 1.041393 1.544068 0.000345 0.022498 -0.006702 -0.017839 1.672098 Uo 1.785330 1.278754 0.845098 0.778151 1.716003 0.477121 0.602060 1.000000 0.477121 1.146128 1.556303 0.059743 0.003544 -0.079156 -0.048303 1.698970 Uo 1.740363 1.342423 1.041393 0.778151 1.643453 0.477121 0.602060 0.778151 0.301030 1.113943 1.301030 0.071072 0.112805 0.062200 0.043796 1.544068 Uo 1.763428 1.342423 1.000000 0.778151 1.707570 0.477121 0.698970 0.903090 0.301030 1.079181 1.491362 -0.009620 -0.053675 0.025361 -0.013385 1.707570 Uo 1.740363 1.397940 1.000000 0.778151 1.653213 0.477121 0.698970 0.778151 0.602060 1.041393 1.518514 0.062207 -0.006658 -0.016442 -0.009738 1.690196 Uo 1.755875 1.255273 1.000000 0.778151 1.698970 0.477121 0.698970 0.903090 0.301030 1.079181 1.531479 0.027558 -0.029880 -0.079156 -0.048303 1.698970 Uo 1.755875 1.342423 0.954243 0.778151 1.633468 0.477121 0.698970 0.778151 0.477121 1.079181 1.568202 0.064292 0.079392 -0.008780 0.015868 1.568202 Uo 1.792392 1.397940 0.954243 0.778151 1.748188 0.477121 0.698970 0.954243 0.477121 1.041393 1.568202 0.115319 -0.018913 0.071118 -0.001803 1.707570 Uo 1.770852 1.301030 1.000000 0.698970 1.623249 0.602060 0.698970 0.903090 0.602060 1.041393 1.707570 0.025142 -0.035946 -0.083784 -0.001803 1.707570 Uo 1.792392 1.361728 1.041393 0.778151 1.681241 0.477121 0.698970 1.000000 0.301030 1.041393 1.612784 0.025142 -0.018913 -0.025792 -0.013385 1.707570 Uo 1.740363 1.255273 0.954243 0.778151 1.732394 0.477121 0.602060 0.903090 0.477121 1.146128 1.568202 0.097255 -0.010925 -0.064694 -0.005940 1.672098 Uo 1.724276 1.361728 0.954243 0.778151 1.672098 0.477121 0.602060 0.778151 0.301030 1.079181 1.544068 0.094686 -0.000341 -0.011623 -0.044582 1.681241 Uo 1.799341 1.414973 0.903090 0.778151 1.724276 0.477121 0.698970 0.845098 0.477121 1.079181 1.579784 -0.040012 -0.035104 -0.011623 -0.044582 1.681241 Uo 1.778151 1.361728 1.000000 0.778151 1.672098 0.477121 0.602060 0.778151 0.301030 1.079181 1.623249 -0.129678 -0.041420 -0.016442 -0.009738 1.690196 Uo 1.763428 1.342423 1.041393 0.778151 1.690196 0.477121 0.778151 0.903090 0.477121 1.041393 1.462398 0.040412 0.002396 -0.054530 -0.013875 1.653213 Uo 1.778151 1.431364 1.000000 0.698970 1.690196 0.477121 0.602060 0.903090 0.602060 1.000000 1.414973 -0.002224 -0.017375 -0.011623 0.025999 1.681241 Uo 1.698970 1.397940 0.903090 0.778151 1.716003 0.477121 0.602060 0.845098 0.477121 1.041393 1.380211 0.043154 -0.046238 -0.049278 -0.011826 1.643453 Uo 1.799341 1.380211 1.000000 0.778151 1.662758 0.477121 0.698970 0.778151 0.301030 1.079181 1.301030 0.032538 -0.053587 0.085287 -0.007859 1.681241 Uo 1.770852 1.361728 1.000000 0.778151 1.690196 0.477121 0.602060 0.778151 0.477121 1.041393 1.544068 0.022773 -0.059623 -0.088322 0.007708 1.716003 Uo 1.785330 1.342423 1.041393 0.698970 1.662758 0.477121 0.602060 0.845098 0.477121 1.079181 1.462398 -0.009620 -0.072158 -0.025792 -0.063073 1.707570 Uo 1.799341 1.431364 1.079181 0.301030 1.591065 0.602060 0.602060 0.845098 0.698970 1.146128 1.556303 -0.044993 -0.066092 -0.021164 -0.011580 1.698970 Uo 1.778151 1.447158 1.041393 0.477121 1.612784 0.477121 0.602060 0.778151 0.477121 1.079181 1.544068 -0.002224 -0.035104 0.039530 -0.044582 1.681241 Uo 1.806180 1.322219 0.954243 0.778151 1.698970 0.477121 0.698970 0.845098 0.602060 1.079181 1.591065 0.027558 -0.066092 -0.021164 0.000002 1.698970 Uo 1.778151 1.380211 1.000000 0.778151 1.724276 0.477121 0.698970 0.778151 0.301030 1.041393 1.380211 0.005650 -0.033817 0.003462 0.009606 1.653213 Uo 1.785330 1.414973 1.041393 0.778151 1.672098 0.477121 0.602060 0.845098 0.477121 1.041393 1.612784 -0.004739 0.009733 0.034711 -0.033872 1.690196 Uo 1.770852 1.342423 1.041393 0.778151 1.732394 0.602060 0.698970 0.845098 0.301030 1.113943 1.591065 0.002968 -0.022066 -0.001675 0.051068 1.662758 Uo 1.724276 1.322219 0.903090 0.778151 1.707570 0.477121 0.602060 0.778151 0.477121 1.113943 1.544068 -0.004739 -0.023691 0.034711 -0.009738 1.690196 ; title 'Urosaurus Scale test Data'; data test1; input Species $ 1-3 GFCL VENMIDB BETFP ROWSDORS PRIMROW ROWVERT SUPRALAB FN OCCIP OPAMP KOCCIP FP_Res TOE_Res SLSPIKE_Res MGF_Res SVL values $ 4-146; datalines; Hy 1.716003 1.230449 1.079181 0.544068 1.623249 0.000000 0.698970 0.845098 0.477121 1.079181 1.000000 -0.014953 0.026169 -0.022573 -0.009059 1.690196 Hy 1.799341 1.301030 1.079181 0.544068 1.698970 0.000000 0.845098 0.903090 0.301030 1.041393 1.041393 0.064228 0.039533 -0.073726 0.015075 1.690196 Hy 1.707570 1.278754 1.000000 0.544068 1.653213 0.000000 0.778151 0.954243 0.602060 1.113943 1.204120 -0.014416 -0.015943 -0.023804 0.016922 1.707570 Hy 1.806180 1.255273 1.146128 0.653213 1.707570 0.000000 0.698970 0.954243 0.477121 1.146128 1.041393 -0.014953 0.026169 0.064577 0.015075 1.690196 Hy 1.763428 1.176091 1.041393 0.544068 1.633468 0.000000 0.602060 0.778151 0.477121 1.113943 1.113943 0.027494 -0.015327 0.020769 0.006799 1.724276 Hy 1.770852 1.278754 1.079181 0.602060 1.623249 0.000000 0.778151 0.954243 0.301030 1.079181 1.204120 -0.014682 0.012704 -0.074347 -0.008126 1.698970 Hy 1.763428 1.301030 1.041393 0.602060 1.690196 0.000000 0.698970 0.778151 0.477121 1.079181 1.079181 -0.015513 0.038866 -0.021291 -0.023572 1.672098 Hy 1.755875 1.204120 1.113943 0.602060 1.672098 0.000000 0.602060 0.778151 0.477121 1.079181 1.113943 -0.062781 0.023701 -0.068982 -0.003942 1.623249 Hy 1.763428 1.204120 0.954243 0.544068 1.707570 0.000000 0.698970 0.778151 0.477121 1.041393 1.146128 -0.015230 0.012050 -0.073091 0.002224 1.681241 Hy 1.819544 1.230449 1.113943 0.544068 1.662758 0.000000 0.698970 0.903090 0.477121 1.079181 1.146128 0.026711 0.039856 0.022563 0.027590 1.698970 Hy 1.763428 1.322219 1.079181 0.602060 1.662758 0.000000 0.698970 1.041393 0.301030 1.113943 1.204120 -0.014416 -0.015943 -0.023804 0.016922 1.707570 Hy 1.763428 1.176091 1.079181 0.544068 1.662758 0.000000 0.698970 0.954243 0.602060 1.204120 1.041393 0.026977 0.013021 -0.023804 -0.019801 1.707570 Hy 1.755875 1.230449 1.079181 0.602060 1.716003 0.000000 0.698970 0.778151 0.602060 1.079181 1.146128 -0.014682 0.012704 -0.023195 0.027590 1.698970 Hy 1.792392 1.255273 1.041393 0.544068 1.707570 0.000000 0.698970 0.845098 0.477121 1.041393 1.079181 -0.014416 -0.001219 0.021953 0.005023 1.707570 Hy 1.732394 1.230449 1.041393 0.544068 1.698970 0.000000 0.698970 0.903090 0.477121 1.113943 1.146128 0.026711 -0.016260 -0.023195 0.016008 1.698970 Hy 1.763428 1.255273 1.113943 0.544068 1.662758 0.000000 0.698970 0.903090 0.477121 1.041393 1.146128 0.027238 -0.015632 0.021356 -0.006315 1.716003 Hy 1.748188 1.255273 1.079181 0.653213 1.732394 0.000000 0.698970 0.903090 0.477121 1.000000 1.000000 0.026163 0.012050 0.023819 0.002224 1.681241 Hy 1.732394 1.255273 0.954243 0.602060 1.653213 0.000000 0.698970 1.041393 0.477121 1.176091 1.146128 0.025591 -0.032835 0.025129 0.012158 1.662758 Hy 1.748188 1.176091 1.079181 0.544068 1.672098 0.000000 0.602060 1.146128 0.301030 1.146128 1.278754 0.027238 -0.046666 -0.024402 -0.018904 1.716003 Hy 1.755875 1.230449 1.079181 0.602060 1.579784 0.000000 0.602060 1.079181 0.477121 1.146128 1.176091 -0.017023 -0.034291 0.069321 0.007958 1.623249 Hy 1.770852 1.301030 1.041393 0.602060 1.672098 0.000000 0.698970 1.204120 0.477121 1.146128 1.278754 0.027991 -0.000010 0.061022 0.008509 1.740363 Hy 1.716003 1.230449 1.041393 0.000000 1.602060 0.000000 0.698970 1.000000 0.477121 1.041393 1.230449 -0.014953 -0.031823 -0.022573 0.015075 1.690196 Hy 1.716003 1.301030 1.000000 0.653213 1.662758 0.000000 0.698970 0.903090 0.301030 1.113943 1.255273 -0.060173 -0.015943 0.063346 0.039785 1.707570 Hy 1.716003 1.278754 1.079181 0.653213 1.681241 0.000000 0.698970 1.146128 0.477121 1.113943 1.204120 -0.016097 -0.048981 0.067198 0.011143 1.653213 Hy 1.770852 1.255273 1.041393 0.544068 1.602060 0.000000 0.602060 1.000000 0.301030 1.113943 1.146128 -0.016398 -0.018306 -0.019261 -0.052946 1.643453 Hy 1.806180 1.322219 1.000000 0.602060 1.591065 0.000000 0.698970 1.113943 0.301030 1.146128 1.301030 0.065282 0.013637 0.099951 0.041561 1.724276 Hy 1.732394 1.176091 1.113943 0.602060 1.690196 0.000000 0.698970 0.845098 0.301030 1.113943 1.230449 0.026163 0.012050 0.023819 0.025705 1.681241 Hy 1.755875 1.230449 1.113943 0.544068 1.681241 0.000000 0.698970 1.000000 0.477121 1.146128 1.204120 0.025880 -0.002527 -0.072443 -0.023572 1.672098 Hy 1.763428 1.301030 1.041393 0.544068 1.748188 0.000000 0.698970 0.845098 0.477121 1.113943 1.204120 0.064500 0.026492 0.022563 0.004109 1.698970 Hy 1.785330 1.204120 1.000000 0.544068 1.643453 0.000000 0.698970 0.778151 0.301030 1.113943 1.176091 -0.014155 -0.015632 -0.024402 -0.006315 1.716003 Hy 1.799341 1.301030 1.000000 0.544068 1.633468 0.000000 0.698970 1.113943 0.301030 1.079181 1.230449 0.027238 0.027120 0.021356 0.072866 1.716003 Hy 1.707570 1.255273 0.954243 0.544068 1.672098 0.000000 0.698970 1.041393 0.477121 1.113943 1.176091 0.024370 0.009913 0.027928 0.007958 1.623249 Hy 1.690196 1.255273 1.000000 0.602060 1.662758 0.000000 0.698970 0.954243 0.301030 1.079181 1.204120 0.026163 0.012050 -0.073091 -0.010011 1.681241 Hy 1.778151 1.322219 1.000000 0.653213 1.690196 0.000000 0.698970 1.113943 0.301030 1.079181 1.255273 0.028233 0.000278 0.019075 0.021240 1.748188 Hy 1.785330 1.255273 1.079181 0.653213 1.732394 0.000000 0.698970 0.903090 0.477121 1.079181 1.146128 0.026163 -0.002190 0.065212 0.025705 1.681241 Hy 1.716003 1.278754 1.079181 0.653213 1.740363 0.000000 0.698970 1.079181 0.301030 1.079181 1.278754 -0.059657 0.027425 0.099951 -0.030990 1.724276 Hy 1.785330 1.278754 1.079181 0.602060 1.698970 0.000000 0.778151 1.079181 0.477121 1.079181 1.113943 -0.015801 -0.065019 -0.020629 -0.050894 1.662758 Hy 1.763428 1.278754 1.113943 0.602060 1.643453 0.000000 0.698970 0.954243 0.301030 1.079181 1.176091 -0.059657 -0.030567 -0.024988 -0.005436 1.724276 Hy 1.792392 1.204120 1.079181 0.602060 1.690196 0.000000 0.698970 1.113943 0.477121 1.041393 1.278754 -0.015230 -0.016913 -0.021939 -0.035565 1.681241 Hy 1.732394 1.230449 1.146128 0.544068 1.662758 0.000000 0.698970 1.113943 0.477121 1.113943 1.204120 -0.014682 -0.016260 -0.074347 -0.020715 1.698970 Hy 1.806180 1.322219 1.113943 0.602060 1.681241 0.000000 0.698970 1.041393 0.477121 1.079181 1.230449 -0.013648 0.027724 0.020194 -0.030127 1.732394 Hy 1.763428 1.301030 1.041393 0.602060 1.724276 0.000000 0.698970 1.079181 0.477121 1.176091 1.255273 -0.014682 0.012704 0.022563 0.027590 1.698970 Hy 1.806180 1.322219 1.113943 0.653213 1.662758 0.000000 0.778151 1.079181 0.301030 1.079181 1.230449 -0.013402 -0.000010 -0.077281 0.008509 1.740363 Hy 1.806180 1.204120 1.041393 0.698970 1.672098 0.000000 0.778151 1.079181 0.602060 1.041393 1.146128 0.022667 0.035035 0.031829 0.013687 1.568202 Hy 1.748188 1.322219 1.113943 0.602060 1.612784 0.000000 0.698970 1.000000 0.477121 1.113943 1.113943 -0.012922 0.000561 -0.027227 -0.054782 1.755875 Hy 1.763428 1.322219 1.113943 0.602060 1.716003 0.000000 0.698970 1.079181 0.602060 1.079181 1.113943 -0.059912 0.013332 -0.024402 -0.018904 1.716003 Hy 1.763428 1.255273 1.041393 0.602060 1.662758 0.000000 0.698970 1.113943 0.477121 1.079181 1.113943 -0.014416 -0.015943 0.021953 -0.046130 1.707570 Hy 1.819544 1.255273 1.146128 0.544068 1.748188 0.000000 0.698970 1.041393 0.301030 1.146128 1.255273 -0.014155 -0.000908 0.021356 -0.018904 1.716003 ; title2 'Using the Non-parametric Discriminant Function (k=3)'; proc discrim data = scales test = test1 testout = _score1 method = npar k = 3 testlist; class species; var GFCL VENMIDB BETFP ROWSDORS PRIMROW SUPRALAB FN OCCIP OPAMP KOCCIP FP_Res TOE_Res SLSPIKE_Res MGF_Res; run;