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The Following exercise needs to be done in R The sample dat has the following format: dat$X - predictor X values; dat$Y - output Y
The Following exercise needs to be done in R
The sample dat has the following format:
- dat$X - predictor X values;
- dat$Y - output Y values.
Fit linear model, analyze residuals and separate the mixed samples. Create variable Unscrambled.Selection.Sequence and save it in file result.csv Create list variable res
| Y | X |
| 0.988879 | 0.29384 |
| 1.416877 | -3.16805 |
| -2.6244 | 3.747652 |
| -2.46772 | 3.778679 |
| 1.620442 | -1.58225 |
| 0.516995 | -1.18303 |
| 1.994262 | -2.28187 |
| 0.702914 | -1.59091 |
| 0.755166 | -0.06929 |
| -0.41247 | -0.86283 |
| 0.679762 | -2.46887 |
| 2.254181 | -2.55868 |
| -0.25186 | 3.7152 |
| -0.88268 | 3.940241 |
| -2.08585 | 1.803501 |
| 1.120819 | -0.92523 |
| -0.0188 | -3.01037 |
| 2.313209 | -0.78422 |
| -1.26894 | 1.413063 |
| 1.360875 | 3.101826 |
| -0.63889 | -2.68491 |
| 0.6202 | -3.50306 |
| -2.5562 | 1.114547 |
| 0.595817 | 1.583664 |
| -0.43778 | -3.73252 |
| -1.21358 | -0.91207 |
| 0.851004 | 2.66219 |
| -1.93434 | 2.467672 |
| -1.25487 | 2.487642 |
| 0.036302 | -2.2164 |
| -1.18645 | 3.40875 |
| 1.004074 | 1.896666 |
| -0.14178 | -2.69271 |
| 0.344553 | -1.65645 |
| -0.25486 | -2.6338 |
| -0.30267 | 0.66229 |
| -0.42428 | -1.35838 |
| -0.16641 | 0.544409 |
| -3.89964 | 3.777257 |
| 0.147049 | 1.963121 |
| 2.002555 | -3.7523 |
| -1.75019 | 2.070996 |
| -1.09602 | 2.614963 |
| -0.35201 | -1.75573 |
| -0.54722 | -0.95971 |
| 3.1599 | -2.2667 |
| -0.36134 | -3.93272 |
| 0.813762 | -2.65817 |
| -0.12263 | -3.66134 |
| 1.62361 | -0.99696 |
| 0.546438 | -2.07987 |
| 0.48219 | -3.14422 |
| -2.65253 | 3.117333 |
| -3.24964 | 3.732684 |
| -0.9976 | -2.24779 |
| -2.26612 | 0.187901 |
| -2.14315 | 2.867428 |
| 2.228591 | -3.19644 |
| -0.45425 | -0.00805 |
| 0.017728 | 0.711297 |
| 1.332797 | -2.5773 |
| 2.044617 | -0.30918 |
| 0.135711 | 0.258017 |
| 0.132093 | -3.87172 |
| -1.78141 | 1.64357 |
| 2.748389 | -3.0139 |
| 1.607207 | 0.515725 |
| -0.94234 | -0.18088 |
| -0.29533 | 1.361952 |
| 1.72943 | -3.80904 |
| 0.617692 | -0.04279 |
| 1.143062 | -0.27908 |
| 2.704225 | -0.09931 |
| -0.63043 | 1.391603 |
| -0.77532 | -0.04949 |
| -0.14753 | 3.616796 |
| -1.21465 | -1.99623 |
| -0.38521 | 2.110942 |
| -0.0171 | -0.35824 |
| 2.09165 | -2.41034 |
| 0.389296 | -3.79735 |
| -0.92655 | 1.946589 |
| 1.110085 | -2.20928 |
| 1.393324 | -1.93484 |
| 0.756351 | 2.555547 |
| 0.960091 | -3.41977 |
| 1.054319 | -0.72806 |
| -1.03536 | 1.366494 |
| -1.13607 | -0.68029 |
| -2.40001 | 1.294108 |
| 2.036856 | -3.12022 |
| 0.547311 | -3.74184 |
| -0.4517 | -2.0662 |
| -0.43384 | -2.637 |
| 3.343085 | -3.37746 |
| -2.11965 | 2.923316 |
| 1.239286 | -2.54954 |
| 3.299038 | -2.81189 |
| -0.36258 | -2.00551 |
| 0.231829 | -0.16555 |
| -0.08566 | 1.68558 |
| 1.088824 | -0.136 |
| 0.851993 | -0.11707 |
| 0.9277 | 1.508192 |
| -1.24409 | 1.934283 |
| -2.37071 | 2.097244 |
| 0.509087 | 0.635048 |
| -0.17562 | 2.263592 |
| 0.841571 | 1.502997 |
| 0.578659 | 1.035874 |
| -1.11202 | -0.6714 |
| 0.882454 | 0.848157 |
| 0.535974 | 1.151668 |
| -0.79493 | -1.46431 |
| 0.629694 | 0.330688 |
| 1.265177 | -2.39477 |
| -1.36041 | 1.710693 |
| -1.83785 | -1.56306 |
| 0.415214 | -0.16437 |
| 1.412864 | -2.45126 |
| -0.7353 | 1.248207 |
| -2.7528 | 3.352375 |
| -0.04955 | -2.62135 |
| -0.38467 | 2.890705 |
| 0.00137 | 0.850377 |
| 0.270947 | -3.24871 |
| 0.914148 | 0.114014 |
| -0.61244 | -0.11128 |
| -2.02724 | 3.978971 |
| 0.506371 | -3.87863 |
| 1.59714 | -3.72148 |
| -0.94543 | -0.07548 |
| -0.73812 | 0.528835 |
| -2.31493 | 1.679315 |
| 2.486661 | -3.80861 |
| -2.21404 | 0.977064 |
| 0.335417 | 1.696766 |
| 0.023392 | 2.358281 |
| -1.44393 | 0.811266 |
| -0.20053 | 1.6773 |
| 0.348419 | -2.44736 |
| 0.552613 | -2.09562 |
| -0.65453 | -0.38628 |
| -1.98648 | 3.736026 |
| 1.068253 | -2.9497 |
| -0.41657 | 1.512105 |
| 1.094723 | 0.056844 |
| 0.212706 | 1.289792 |
| 1.084644 | -1.14503 |
| 0.218642 | 1.301379 |
| -0.2996 | 0.94409 |
| -0.18984 | 0.602988 |
| 0.490459 | -1.65335 |
| -1.82361 | -0.28814 |
| 2.448408 | -2.14363 |
| -0.36515 | -1.67341 |
| 2.871102 | -3.63773 |
| -0.66619 | -0.04178 |
| -1.29771 | 0.621885 |
| 3.196365 | -2.5514 |
| -1.88626 | 3.67225 |
| 0.167929 | 2.748007 |
| -1.59828 | 2.960585 |
| 1.973373 | -1.05327 |
| -1.8777 | 3.568449 |
| 1.675366 | -3.00168 |
| 0.538152 | 3.62688 |
| -3.24758 | 2.274266 |
| -0.1124 | -0.04954 |
| 0.684694 | 2.043278 |
| -0.53126 | -3.64508 |
| 0.303617 | 0.302672 |
| 0.580557 | 1.960597 |
| -2.46016 | 2.099391 |
| 0.226723 | -2.112 |
| -1.85653 | 1.154072 |
| -2.22879 | 3.018945 |
| 1.085581 | -0.37123 |
| -0.52599 | 2.198257 |
| -0.22404 | 0.09719 |
| -2.30253 | 3.683897 |
| 1.112545 | 1.069557 |
| 0.500765 | 2.246762 |
| -1.25088 | 0.871067 |
| 0.063193 | -3.97498 |
| -1.66796 | 2.023881 |
| 0.479672 | 2.162774 |
| -0.30439 | -2.4502 |
| 1.8903 | -3.43084 |
| 0.697871 | -2.05108 |
| 2.212065 | -3.28336 |
| 0.620872 | -1.73463 |
| -0.41186 | -1.11973 |
| 0.460763 | -3.02237 |
| -0.62102 | -1.29678 |
| 0.643479 | -2.95328 |
| -0.61145 | -0.51024 |
| 0.355844 | -2.39585 |
| -2.24848 | 3.575793 |
| -1.19857 | -0.06556 |
| -1.22223 | 2.81735 |
| 1.764775 | -3.23039 |
| 0.755282 | -0.42072 |
| 0.433963 | 0.765075 |
| -0.20218 | -0.2271 |
| -0.20847 | 3.983168 |
| -2.13201 | 0.985287 |
| -1.77176 | 2.534415 |
| 0.174334 | -0.29406 |
| -0.27638 | 0.249547 |
| 2.532893 | -3.93142 |
| 1.123813 | 0.397043 |
| 0.454393 | 0.24149 |
| 0.636727 | 1.78407 |
| -1.77351 | 2.662219 |
| 0.116957 | 1.352566 |
| 0.687951 | -1.18965 |
| -0.22061 | 2.819982 |
| -0.45708 | -0.57768 |
| -0.11871 | -1.17774 |
| -0.66215 | 1.719685 |
| -0.31487 | -3.43913 |
| -0.61864 | -2.64387 |
| -0.60736 | -1.44915 |
| 1.15426 | 0.073893 |
| 1.883754 | -2.78677 |
| -0.55645 | 0.334446 |
| 1.170672 | -3.06459 |
| 1.507606 | 1.080842 |
| -3.71511 | 3.032351 |
| 1.240305 | -1.27318 |
| -1.51683 | 0.303691 |
| 0.207294 | 2.047722 |
| 1.595877 | -1.66778 |
| -2.263 | 3.312091 |
| -0.3468 | -3.34125 |
| 0.222467 | 2.058085 |
| 0.831075 | -3.91788 |
| -0.79746 | -0.32243 |
| 1.222121 | -0.11787 |
| 1.539166 | -3.15856 |
| -1.35357 | 0.131221 |
| 1.186542 | -0.82476 |
| 0.734731 | 2.710663 |
| -0.40936 | -1.43634 |
| 1.689167 | -3.05052 |
| -0.72638 | 1.746402 |
| -0.62117 | 0.632813 |
| -0.96957 | 1.158591 |
| -0.12195 | -0.83299 |
| 1.647969 | -2.27417 |
| 0.949735 | 1.934751 |
| -0.54891 | -0.72912 |
| 1.258917 | -2.53721 |
| 2.030653 | -1.08145 |
| 0.13883 | -2.78615 |
| 0.533737 | -3.61952 |
| 1.573453 | -2.88711 |
| -1.70723 | 1.953953 |
| -0.19305 | -2.42826 |
| -0.72706 | -2.892 |
| -1.61773 | 2.780977 |
| 1.104765 | -2.88622 |
| 0.231284 | 3.49964 |
| 0.817225 | 0.418744 |
| 0.077176 | 3.716117 |
| -0.9476 | 3.707456 |
| 0.966468 | -2.34882 |
| 0.692305 | 0.057833 |
| 1.408154 | 0.956986 |
| -1.37572 | 0.840959 |
| 0.055633 | -2.05139 |
| -2.00999 | 1.757854 |
| -0.74857 | -2.35208 |
| -1.11561 | -0.11132 |
| 1.222791 | -1.04933 |
| 3.085686 | -3.73996 |
| -0.20022 | -2.59061 |
| -1.19197 | 1.519927 |
| -1.01597 | 3.682001 |
| -2.27898 | 2.242933 |
| -0.58778 | -0.41815 |
| -1.71165 | 2.882716 |
| -1.10295 | -0.3154 |
| -0.03373 | 0.917527 |
| 1.13664 | -1.92227 |
| 1.20337 | -1.0494 |
| -0.0416 | 2.226817 |
| 2.506369 | -2.1802 |
| 0.439931 | -0.79521 |
| 2.032286 | -3.55624 |
| 0.402888 | 1.58784 |
| -0.3002 | -2.07221 |
| 0.780138 | -3.23055 |
| 2.393765 | -3.43434 |
| -0.96603 | 1.870552 |
| -0.18011 | -2.22765 |
| 0.206778 | -2.22046 |
| -0.57762 | 3.670009 |
| -1.15905 | 1.079536 |
| -1.27403 | 2.850268 |
| -1.25153 | 0.656548 |
| -1.71022 | 1.747141 |
| -0.34701 | 2.763833 |
| -2.74647 | 3.768278 |
| 0.767263 | -0.75044 |
| 0.492292 | 3.343068 |
| 2.210781 | -2.67198 |
| 2.468511 | -2.33553 |
| -0.18253 | 0.24541 |
| -1.79122 | 1.041596 |
| -2.36061 | 3.087897 |
| -0.06463 | 0.729625 |
| 1.061959 | 2.067097 |
| 1.152395 | 0.142844 |
| 1.678222 | -1.34346 |
| -1.86893 | 0.074475 |
| 0.621465 | 2.498234 |
| -1.19323 | -0.3874 |
| -0.91259 | 1.574582 |
| 1.203598 | 0.797309 |
| 0.810404 | 0.279883 |
| -1.09775 | 0.482549 |
| -1.112 | 3.786059 |
| 1.494098 | -1.77256 |
| 0.002342 | -0.47634 |
| 0.482652 | 3.135412 |
| -0.61406 | 3.615051 |
| 1.796138 | -1.32107 |
| 0.620193 | 0.315547 |
| 0.938339 | -2.04621 |
| -0.42692 | 3.858365 |
| 1.507191 | -2.1891 |
| -0.58747 | 1.517807 |
| -0.86799 | 3.141617 |
| -1.62255 | 1.779551 |
| 2.383119 | -2.73143 |
| 0.958168 | 3.554526 |
| 1.848668 | -2.41755 |
| 0.868903 | 0.854592 |
| 0.076535 | 1.353146 |
| -0.42627 | 3.910873 |
| 0.65345 | -0.10306 |
| 2.055625 | -1.44194 |
| -2.38177 | 1.94475 |
| 0.257691 | 2.017448 |
| 0.7436 | -0.95613 |
| -1.94778 | 0.73765 |
| 0.98546 | 0.563084 |
| -2.04111 | -0.40144 |
| -0.62179 | 1.154641 |
| 0.36835 | 2.016826 |
| -2.30742 | 2.935092 |
| -0.56329 | -1.95577 |
| -0.92525 | 3.649607 |
| 0.80571 | -1.84362 |
| 3.048533 | -3.28464 |
| 0.66699 | 2.358611 |
| -3.00181 | 2.595302 |
| -1.59997 | 1.330802 |
| -1.37578 | 1.524589 |
| -1.38999 | 1.537888 |
| 0.703873 | -0.21939 |
| -0.03662 | -3.10398 |
| 1.662527 | -2.9786 |
| -2.29211 | 3.593929 |
| 1.96842 | -3.09624 |
| 0.017296 | -0.60983 |
| -2.34903 | 3.730056 |
| 2.401601 | -1.38878 |
| -1.95825 | -0.08743 |
| -0.06859 | -3.49491 |
| 1.656445 | -3.80027 |
| 1.980958 | -1.3498 |
| 0.544397 | 3.642679 |
| 2.019445 | -3.12024 |
| 0.483072 | -3.73834 |
| -1.16382 | 3.542329 |
| 2.32204 | -3.71021 |
| -0.81593 | 1.643395 |
| 2.670519 | -0.66948 |
| 0.600379 | -0.53335 |
| 0.442387 | 0.806869 |
| 0.856526 | -3.50058 |
| -1.82318 | 3.996878 |
| 0.310393 | -2.94907 |
| -2.18424 | 3.699407 |
| 1.046086 | -1.35525 |
| -2.18406 | 2.766317 |
| 0.813259 | 3.36368 |
| 0.659094 | 2.010233 |
| 1.379902 | 0.023962 |
| 0.299935 | 3.446874 |
| -0.85023 | -0.35908 |
| -0.13059 | -2.92638 |
| 1.729036 | -2.89262 |
| 0.248861 | 3.260611 |
| 0.51182 | 2.160864 |
| 2.40728 | -3.81909 |
| 1.292113 | -0.08325 |
| -1.60011 | 1.697805 |
| 1.102813 | 0.369568 |
| 2.212621 | -2.3004 |
| 0.572244 | -2.17327 |
| -0.62447 | -1.1585 |
| -0.30594 | 0.155222 |
| -0.19724 | 1.289721 |
| -3.44386 | 3.604568 |
| 0.271405 | -3.51621 |
| 0.24186 | 0.696279 |
| 0.050071 | 1.967095 |
| 1.083704 | 2.290969 |
| -0.79284 | 0.773122 |
| -0.14133 | -1.46009 |
| -0.03104 | -2.85875 |
| -0.21323 | -0.60695 |
| 0.303097 | 3.58052 |
| 1.368823 | -0.60336 |
| -2.7842 | 3.61483 |
| -2.29798 | 2.15754 |
| 0.594998 | -1.16328 |
| 0.076027 | -2.03484 |
| -3.27421 | 3.589169 |
| 0.000125 | 3.84757 |
| -1.21804 | -0.88318 |
| 0.951794 | 2.380141 |
| -2.53114 | 3.404662 |
| -0.86252 | -1.26996 |
| 0.98439 | 0.355061 |
| -0.60971 | 2.960251 |
| -2.1409 | 3.508342 |
| -0.6787 | -3.18987 |
| -0.74656 | -0.41628 |
| 0.149418 | 0.593328 |
| 1.637534 | -3.95236 |
| 0.699565 | -3.12282 |
| 0.509849 | -1.94668 |
| -0.23402 | -0.25209 |
| 1.410766 | -0.14329 |
| -0.28759 | 0.602725 |
| -1.81891 | 0.438563 |
| 1.305461 | -0.24178 |
| 1.550156 | -0.07471 |
| 0.419142 | -2.05993 |
| -0.71034 | 1.610065 |
| -0.1901 | -3.11533 |
| -1.20097 | -0.14695 |
| -1.07425 | -0.55064 |
| 1.890805 | -1.36047 |
| 0.51167 | 0.889869 |
| -1.26868 | 1.140581 |
| 0.671969 | 1.523613 |
| -0.19093 | -3.14814 |
| 0.985911 | 1.622563 |
| -1.11254 | 1.135078 |
| 0.63092 | 0.441044 |
| -0.94513 | 3.658197 |
| 0.456224 | -3.51869 |
| 1.096939 | -1.4806 |
| -0.26194 | -0.8264 |
| 0.714011 | 1.538291 |
| -0.38884 | 0.297481 |
| -2.73081 | 2.558499 |
| 2.64699 | -3.01611 |
| 0.946148 | 1.760848 |
| -0.03977 | -1.22035 |
| -0.03617 | -0.28037 |
| -0.86169 | 3.768944 |
| -1.99314 | -0.47672 |
| 0.270533 | -3.6652 |
| -0.6083 | -1.25764 |
| -0.66984 | 1.298412 |
| -2.10664 | -0.47593 |
| 1.077231 | -0.14182 |
| 1.667741 | 1.470957 |
| 1.446238 | -1.91432 |
| -0.46953 | -1.80451 |
| 1.34381 | 2.370278 |
| 0.740867 | -0.31042 |
| 2.01269 | -1.91944 |
| 0.330314 | -0.84741 |
| 0.847779 | 1.028205 |
| -0.2223 | 2.506019 |
| 2.305699 | -3.57633 |
| -1.7015 | -0.26431 |
| 1.959596 | -2.70746 |
| -1.53526 | 0.960416 |
| 2.348532 | -1.62663 |
| 1.737605 | -3.98768 |
| 1.034786 | -0.67577 |
| 0.22044 | 3.241593 |
| -1.29392 | -1.99446 |
| 2.285631 | -3.10276 |
| 4.464706 | -2.72161 |
| -0.66414 | -2.61207 |
| 1.002324 | 0.249481 |
| -0.92891 | -1.94144 |
| -0.72526 | 0.685835 |
| -0.13742 | 3.333963 |
| 1.955983 | 1.070523 |
| 2.101597 | -3.51791 |
| -0.75815 | -0.9729 |
| 0.106399 | 3.999194 |
| 0.304355 | 0.830158 |
| -1.4965 | 3.351233 |
| -0.54982 | 2.905312 |
| -0.31328 | 0.132117 |
| 1.496648 | -3.40778 |
| -0.49168 | 1.132755 |
| -0.16283 | 2.37751 |
| -0.21375 | -2.35207 |
| 0.01334 | -2.65904 |
| 0.800673 | 1.303798 |
| 0.793338 | -1.28413 |
| 1.068274 | -0.92576 |
| 2.060796 | -1.42029 |
| 1.203033 | -1.03892 |
| -1.43422 | -1.88167 |
| -0.1505 | -2.63884 |
| -1.81313 | 1.335028 |
| 0.227403 | -1.12791 |
| -0.7938 | -0.08981 |
| 0.920607 | -2.04867 |
| 0.872034 | -1.69922 |
| 1.402727 | -0.61729 |
| 0.992676 | 1.913666 |
| 1.176389 | -1.07261 |
| 0.020627 | 2.201347 |
| -2.01005 | 2.27567 |
| 0.702624 | 1.113392 |
| 0.45201 | -3.75925 |
| -0.5601 | -3.24739 |
| 0.319059 | -0.89174 |
| -1.2783 | 2.553463 |
| -1.37814 | -2.15983 |
| -1.3077 | 0.232695 |
| 1.159109 | 0.53349 |
| -0.30071 | -1.57167 |
| -1.8322 | -0.24193 |
| -0.30987 | -3.35908 |
| -0.46005 | 0.636019 |
| -0.6714 | 0.357635 |
| -0.74744 | -3.54975 |
| 1.079475 | -0.48678 |
| 1.139109 | -0.94754 |
| -0.06181 | 3.105099 |
| 0.654931 | -1.75544 |
| 2.610095 | -3.4794 |
| 0.215034 | -1.47165 |
| 1.384688 | -0.84267 |
| -0.95606 | 0.391612 |
| -0.9214 | 1.13155 |
| -0.07332 | 1.797177 |
| -1.07779 | -0.82709 |
| -0.82217 | -1.95514 |
| -0.25309 | -0.23055 |
| -0.37023 | -1.84614 |
| -0.62661 | -0.91064 |
| 2.665282 | -3.12962 |
| 1.291723 | -1.50173 |
| 0.480361 | 1.903193 |
| -0.1816 | -1.84569 |
| -1.14341 | 0.031165 |
| -2.08066 | 2.405017 |
| -0.48276 | 0.03234 |
| 0.9964 | -0.30468 |
| 0.437697 | -0.78859 |
| -0.35201 | -0.06639 |
| -0.3209 | 2.6293 |
| -1.45964 | 3.78903 |
| -0.57489 | -1.17057 |
| -1.35819 | 2.13442 |
| 0.180863 | -2.54479 |
| 0.136936 | 2.693052 |
| -0.14817 | -1.53759 |
| -1.44686 | 2.030926 |
| 0.471388 | -3.82903 |
| -1.1059 | 0.99516 |
| -1.33267 | 2.935537 |
| -0.4404 | 1.998843 |
| -0.36892 | 2.581606 |
| -1.23734 | 0.436077 |
| -0.83364 | -0.07118 |
| 0.641461 | 0.91648 |
| -1.05893 | -0.74309 |
| 0.131259 | -1.96566 |
| 1.481496 | -0.2116 |
| -1.43319 | 0.444186 |
| 0.944618 | -2.35769 |
| 1.174973 | -0.79659 |
| 0.611416 | -3.00583 |
| -1.36795 | -2.15157 |
| -1.69088 | -0.23642 |
| 2.032542 | -1.27211 |
| 0.286038 | 0.510079 |
| 0.398067 | -2.3142 |
| 3.727411 | -3.36996 |
| 1.810382 | -3.16788 |
| 0.441439 | 0.068307 |
| -1.14257 | 3.342178 |
| 1.040512 | -0.74988 |
| -0.00112 | 0.150588 |
| 2.331264 | -2.84086 |
| 3.148813 | -3.3353 |
| -0.37498 | -0.68921 |
| -0.17212 | 2.196082 |
| 1.015856 | -3.73473 |
| 2.334497 | -1.20848 |
| 0.035351 | 2.242794 |
| -1.44816 | 3.524656 |
| 0.53895 | -2.34875 |
| -0.47194 | -0.8447 |
| 1.020668 | -1.78766 |
| 0.843805 | -2.51658 |
| -2.13187 | 3.313184 |
| -0.69198 | 0.844806 |
| 1.054981 | -1.42764 |
| 1.575628 | 0.742287 |
| 0.831139 | 1.059755 |
| -1.27296 | -1.35255 |
| 0.2495 | -2.55026 |
| 0.188279 | 1.877223 |
| -0.69785 | 3.52783 |
| 0.106383 | -2.65363 |
| -0.5556 | -0.37198 |
| -1.11191 | -0.22243 |
| 0.087579 | -1.95003 |
| 2.899083 | -0.6499 |
| -2.35135 | 1.725672 |
| -0.77268 | -1.36967 |
| 1.240138 | -2.3027 |
| 0.589949 | -1.70765 |
| -0.07494 | 3.613633 |
| -0.21124 | -0.52079 |
| 1.615566 | -2.13767 |
| -1.01995 | 2.739506 |
| 1.761298 | -3.04978 |
| -0.65311 | -2.73659 |
| -2.19325 | 2.095293 |
| 0.023777 | -1.21876 |
| -2.93061 | 3.283891 |
| -1.82314 | 3.921189 |
| 0.406673 | -1.6896 |
| -0.23631 | 3.936162 |
| -0.56167 | -1.45691 |
| 0.591265 | 0.472951 |
| -1.17591 | 0.600845 |
| 1.629496 | 0.223729 |
| -0.8882 | 3.501504 |
| -0.02207 | -3.85222 |
| -0.04861 | 3.457826 |
| -0.20765 | 1.121595 |
| 2.24705 | -1.47324 |
| 2.371585 | -2.88097 |
| 0.159433 | 1.100311 |
| 0.726541 | 2.999785 |
| -0.21089 | -0.66141 |
| -0.54411 | -2.56625 |
| -0.91599 | -0.99277 |
| -0.4454 | 0.872305 |
| 0.269306 | 0.627181 |
| -1.26574 | 0.775205 |
| 0.389004 | -3.08115 |
| 1.239565 | 1.940805 |
| 2.432784 | -1.81231 |
| 0.299122 | -0.52646 |
| -1.37307 | 3.021249 |
| -2.3928 | 3.293905 |
| -1.85763 | 2.459474 |
| 3.31373 | -1.85685 |
| -0.00184 | -2.7373 |
| -1.69531 | 1.344689 |
| 0.47614 | -3.38104 |
| 2.615207 | -2.65497 |
| 0.840225 | 1.469408 |
| -0.67706 | -0.91486 |
| 1.739676 | -0.50619 |
| -0.13841 | 0.232949 |
| 1.299776 | 1.63806 |
| 1.971117 | -3.17041 |
| -1.17127 | -0.70679 |
| 1.122436 | -1.15769 |
| 0.670893 | 2.019207 |
| -0.97031 | 1.859078 |
| -0.88006 | -1.80803 |
| 1.237735 | 1.533562 |
| 1.881809 | -0.33713 |
| -2.6845 | 3.294259 |
| -0.04922 | 3.729269 |
| -0.05654 | 3.477624 |
| 1.340498 | -2.48011 |
| -1.53821 | -0.6617 |
| -1.25423 | 3.504293 |
| -2.83962 | 3.464172 |
| 0.765473 | 0.073475 |
| 0.694785 | 0.385694 |
| -2.51994 | 3.480879 |
| -0.81935 | 2.306005 |
| -0.9738 | 1.262528 |
| 0.584428 | 0.450844 |
| -0.47267 | -0.28093 |
| -0.72206 | 1.526667 |
| 1.256749 | 0.319533 |
| -1.53233 | 3.198374 |
| 1.190761 | -2.98027 |
| 2.088094 | -2.33041 |
| -0.8239 | 0.024097 |
| -3.25568 | 3.396351 |
| -2.12797 | 2.757122 |
| 1.015268 | -1.93234 |
| 1.191613 | 3.874605 |
| 0.81499 | -0.99888 |
| 1.924034 | -2.36458 |
| -0.77485 | 0.680006 |
| -2.46242 | 3.444766 |
| -0.70791 | -3.50901 |
| -1.44165 | 3.291309 |
| -0.45679 | 3.796318 |
| -0.13653 | -3.98634 |
| -1.81769 | 3.660086 |
| -1.09714 | 2.977147 |
| 0.132667 | 2.11673 |
| -0.09571 | -3.24559 |
| -1.71781 | -2.14089 |
| 2.33818 | -1.31403 |
| -0.9954 | 1.03533 |
| -1.42017 | -0.00535 |
| -0.12841 | 1.310615 |
| -1.35839 | 1.456236 |
| 0.065258 | -1.50725 |
| 2.161042 | -1.32844 |
| -1.99283 | 3.760877 |
| -1.28878 | 3.173633 |
| 1.819202 | -2.61264 |
| 0.350195 | 1.82742 |
| 2.433609 | -3.1321 |
| -0.72255 | -2.58556 |
| -0.24038 | 3.202639 |
| -0.28831 | -0.6925 |
| 0.08345 | -3.54466 |
| -1.17452 | -2.62495 |
| -0.2424 | 2.644936 |
| -0.57791 | 3.860954 |
| -1.0755 | -1.12138 |
| -1.23212 | 0.909907 |
| 0.667703 | -3.20463 |
| -0.79073 | 1.211875 |
| 0.953222 | -2.34809 |
| -0.5745 | -0.40202 |
| -1.68204 | 1.587142 |
| 1.435758 | -2.82461 |
| -0.49028 | 2.411495 |
| -2.89038 | 3.584992 |
| 1.453219 | -1.62191 |
| 1.235394 | -1.22378 |
| 1.966122 | -3.15805 |
| 0.580666 | 1.374884 |
| 1.851414 | -0.94994 |
| 0.092262 | 3.303738 |
| -1.53007 | -1.97335 |
| 0.112743 | 2.876288 |
| 1.857141 | -0.34817 |
| -1.8702 | -1.03735 |
| -1.03378 | 2.13623 |
| -0.4774 | 0.477195 |
| 0.845338 | 3.685451 |
| 0.247637 | 0.909047 |
| -1.35532 | 0.558885 |
| -1.70909 | 1.949087 |
| -2.8198 | 3.318043 |
| -0.77546 | -3.00601 |
| -0.61591 | -2.3265 |
| 2.657638 | -3.87324 |
| -0.47567 | -0.80794 |
| 1.919851 | -3.23351 |
| 0.952584 | -2.47439 |
| 1.584486 | 0.628631 |
| 2.56355 | -1.27819 |
| 0.811868 | 0.96646 |
| -1.61154 | -1.70291 |
| -0.36838 | 2.443104 |
| 0.386018 | -0.4764 |
| -2.70368 | 3.133791 |
| 0.442114 | 1.967646 |
| -0.2537 | 3.755616 |
| 0.894731 | 0.440476 |
| -1.63715 | 1.196788 |
| 1.534935 | -2.25881 |
| 1.422079 | -1.30387 |
| 1.169243 | -3.76317 |
| 0.197094 | 1.411817 |
| 0.729646 | -1.07476 |
| 1.16257 | -2.66593 |
| 1.306841 | -2.95964 |
| -0.38491 | -1.16188 |
| -2.39269 | 3.822128 |
| 0.042953 | 3.152744 |
| 1.593916 | -2.22799 |
| 1.836857 | -1.79124 |
| -0.776 | -1.49906 |
| 0.533396 | -0.01702 |
| 0.752721 | -3.76942 |
| 2.878708 | -3.74508 |
| 0.038327 | -2.95587 |
| -0.47153 | 1.046664 |
| -0.49865 | -0.09744 |
| -1.33497 | -2.09676 |
| 0.406678 | -3.10916 |
| -0.34719 | 3.332767 |
| 0.013132 | -2.21964 |
| -0.96554 | -1.95859 |
| 0.434244 | 2.771669 |
| -1.01399 | 3.239434 |
| 0.061683 | 3.13383 |
| 0.848828 | 2.571324 |
| 1.866297 | -3.49873 |
| 0.645429 | 1.425967 |
| -1.49979 | 3.066028 |
| 0.475773 | -0.17992 |
| 1.251728 | -0.88374 |
| 0.044457 | 2.847165 |
| -0.166 | 3.218426 |
| 1.266972 | -1.69027 |
| 1.516183 | -2.47587 |
| -2.36367 | 3.290664 |
| -0.85584 | 0.455791 |
| 0.908131 | -3.81045 |
| -1.88103 | 3.46123 |
| 0.849844 | -1.4311 |
| 0.310395 | 1.966874 |
| -1.22611 | -0.35845 |
| -0.66152 | -1.74027 |
| 1.228104 | -0.49553 |
| -2.67434 | 2.521165 |
| -0.77791 | 3.84839 |
| 2.194406 | -1.62612 |
| 0.110366 | 3.939071 |
| 0.858587 | 2.486436 |
| 0.994858 | -2.24596 |
| -2.56025 | 3.241906 |
| 0.425167 | 2.082902 |
| -1.71642 | 3.894116 |
| 1.235486 | 2.053846 |
| -1.39266 | 2.327537 |
| -1.24993 | 2.138699 |
| -1.53299 | 2.67613 |
| 0.950184 | 1.884973 |
| -0.46201 | 1.762198 |
| -0.43249 | -0.16645 |
| 0.912703 | -1.05781 |
| 0.600268 | -0.80224 |
| 0.540243 | 2.342379 |
| 2.059385 | -0.77512 |
| 2.831047 | -1.76194 |
| 0.139879 | 1.909526 |
| 2.010956 | -0.84075 |
| -0.33572 | 2.821436 |
| -1.47889 | 3.05963 |
| -0.46409 | 1.49165 |
| -2.73398 | 2.746964 |
| 1.807694 | -2.68386 |
| 1.621036 | -3.10738 |
| -0.21634 | 3.228525 |
| -1.67214 | 1.189547 |
| 0.238657 | 1.836143 |
| 1.432926 | -2.46321 |
| -1.48331 | -1.34506 |
| 0.300507 | -3.17891 |
| -0.81017 | 2.462063 |
| -1.05252 | -0.94704 |
| 0.13321 | -1.23031 |
| 0.866046 | -0.65123 |
| 0.77256 | -1.66295 |
| 2.042913 | -2.4653 |
| -1.62709 | 0.517742 |
| -0.53117 | 0.33691 |
| -1.20139 | 0.723153 |
| -1.4055 | 0.980076 |
| -3.06767 | 3.536592 |
| -2.33146 | 2.3411 |
| 0.760892 | 2.350716 |
| 0.05544 | -2.88845 |
| 0.43068 | -1.62404 |
| -0.68474 | -2.98894 |
| -0.8331 | 2.209811 |
| -2.77591 | 3.593175 |
| -0.158 | 2.231813 |
| -0.31776 | -2.48577 |
| -1.77287 | 2.06972 |
| 2.398777 | -2.25299 |
| -0.59717 | -0.25446 |
| 0.475959 | 0.583186 |
| -1.67228 | 3.211039 |
| 1.096909 | 1.341637 |
| -0.60809 | 0.172907 |
| -0.28611 | 2.465116 |
| -1.81129 | 2.012007 |
| 1.06349 | -3.30481 |
| -0.65322 | -3.81928 |
| 1.196576 | -1.99077 |
| 2.508899 | -1.79421 |
| 0.777612 | -2.04335 |
| -0.10491 | -1.28491 |
| 1.989289 | -0.88219 |
| 2.065784 | -3.72131 |
| 1.634064 | -2.69225 |
| 0.75405 | -3.7111 |
| 0.314704 | 2.520458 |
| 2.718031 | -3.72263 |
| 0.344766 | 3.037586 |
| -0.7866 | -3.68596 |
| 0.233071 | -0.38658 |
| 1.338852 | 2.099367 |
| 0.202947 | 0.34139 |
| 0.669899 | 1.516516 |
| -1.31161 | 2.554867 |
| 0.422974 | -2.47656 |
| -0.1352 | 2.552414 |
| -1.51092 | 2.391599 |
| 0.513442 | -0.94779 |
| 1.141047 | 1.075855 |
| 0.453578 | -2.945 |
| -0.16682 | -0.51244 |
| 2.115489 | -3.09597 |
| 1.718888 | -0.53191 |
| 1.538988 | -2.00429 |
| -1.23952 | 3.384872 |
| -0.39021 | -1.79926 |
| 1.661523 | -1.89082 |
| -2.14324 | 2.339941 |
| -1.45511 | -0.25761 |
| -2.34182 | 3.371715 |
| 1.913465 | -2.87093 |
| 0.122497 | 0.380996 |
| -2.26827 | 2.306977 |
| -2.29794 | 3.966266 |
| 0.060209 | -0.96733 |
| 1.194422 | -3.487 |
| 0.120013 | 2.255744 |
| 1.555274 | 0.340707 |
| 2.847925 | -2.74814 |
| -2.63123 | 3.13036 |
| -1.29687 | 1.911013 |
| -1.09961 | 1.222729 |
| 2.11714 | -2.39951 |
| 1.07589 | -0.75828 |
| 2.186091 | -2.42938 |
| 0.483752 | -1.21726 |
| -1.57321 | -0.21965 |
| -0.79799 | 1.384735 |
| 0.644052 | 0.702119 |
| -1.31341 | 2.478129 |
| -1.89559 | -0.46628 |
| -0.40077 | 0.8707 |
| -2.18704 | 2.085266 |
| -2.52359 | 1.800664 |
| 0.467184 | 1.986463 |
| -0.43576 | -1.21007 |
| 0.386375 | 1.26649 |
| -0.33439 | -1.16283 |
| -0.33462 | -1.64166 |
| 0.712392 | -0.18987 |
| -2.6291 | 3.356566 |
| 0.695536 | 1.642266 |
| -2.00491 | 2.150749 |
| -1.54923 | -1.14272 |
| -1.66696 | 2.404255 |
| 1.827296 | 1.050752 |
| 1.331871 | 0.226845 |
| 0.802084 | -1.38057 |
| -4.06431 | 3.044148 |
| 0.479448 | 1.075546 |
| 3.030676 | -2.18114 |
| 2.379663 | -3.61319 |
| -0.05537 | -0.38943 |
| -1.51101 | 0.77607 |
| 1.590072 | -3.64017 |
| 1.042406 | -3.19592 |
| -1.69894 | 1.02862 |
| -0.40889 | -1.91758 |
| -0.02385 | 2.403187 |
| -0.75175 | -2.6839 |
| 0.924947 | -0.2334 |
| -0.19937 | -2.84538 |
| 0.301781 | -0.60021 |
| -1.06358 | -3.08344 |
| -1.75416 | 3.520047 |
| 0.318222 | 1.0618 |
| 0.333969 | -2.12255 |
| -3.00138 | 2.671622 |
| -0.58279 | -2.62171 |
| 0.370814 | -3.0001 |
| -0.41871 | 2.429895 |
| 0.212276 | 1.230734 |
| -1.65182 | 0.807086 |
| -0.2188 | 0.687953 |
| -3.69907 | 3.810677 |
| 1.722678 | -2.04228 |
| 0.045419 | 3.390166 |
| -0.20208 | -1.68841 |
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Project Management The Managerial Process
Authors: Eric W Larson, Clifford F. Gray
8th Edition
1260570436, 978-1260570434
