【数据分析应用】应用商务统计分析-（附代码+数据）.rar

year ROEt ATO PM LEV GROWTH PB ARR INV ASSET ROE 2002 0.296 0.389 0.215 4.384 0.197 8.048 0.637 0.248 20.873 0.181 2002 0.665 0.335 0.407 2.273 -0.084 2.154 -1.217 0.030 21.062 0.899 2002 -0.045 0.963 0.084 -5.339 4.155 -12.879 -0.598 0.096 21.474 1.504 2002 -0.783 0.437 -0.096 1.016 2.231 3.836 0.056 0.051 19.746 -0.777 2002 1.053 0.858 -0.154 -2.066 0.519 1.972 0.293 0.032 22.570 0.728 2002 0.590 0.528 0.197 -0.946 -1.441 2.405 -0.986 0.189 20.890 1.141 2002 -0.204 0.419 0.324 3.513 1.999 8.827 0.389 -0.060 21.965 0.568 2002 -0.845 0.891 0.131 4.628 1.733 7.522 -0.471 0.145 20.377 -0.171 2002 -0.065 -0.230 0.071 1.525 -2.436 -14.887 0.958 0.215 20.480 0.415 2002 1.001 -0.176 0.123 -0.891 2.257 -12.065 -0.336 0.065 20.455 0.699 2002 -0.030 0.864 0.036 6.487 -0.084 11.436 0.474 0.159 21.702 1.103 2002 -0.067 0.757 0.210 0.618 -1.873 3.037 0.567 0.083 19.686 0.590 2002 0.713 -0.359 0.376 5.269 -3.336 16.345 0.093 0.164 20.345 0.470 2002 -0.690 0.592 0.197 -5.140 -0.778 -17.419 0.412 0.079 20.018 -0.131 2002 0.506 0.158 0.099 4.332 -0.061 10.149 2.559 0.010 22.367 0.800 2002 0.955 0.854 0.448 -0.275 -1.164 -1.218 0.430 0.150 20.955 1.276 2002 0.386 0.504 0.328 -2.377 0.477 -12.500 0.179 0.080 21.171 0.609 2002 0.058 0.339 0.343 -1.085 -0.071 -0.410 0.979 0.000 20.242 0.630 2002 -0.278 1.052 0.291 0.899 2.812 -2.396 0.064 0.305 20.053 0.533 2002 0.039 0.604 0.015 9.026 -2.813 25.377 1.361 -0.064 20.553 -0.291 2002 -0.687 0.374 0.130 0.508 -2.942 -2.397 0.513 0.204 20.287 -0.424 2002 -0.755 0.144 0.385 3.285 -3.748 11.157 -0.955 -0.110 20.502 -0.038 2002 1.092 1.139 0.324 -0.915 1.960 3.832 -1.762 0.130 22.803 1.229 2002 0.536 0.006 -0.014 4.546 0.250 15.809 0.777 0.128 20.817 0.721 2002 0.833 0.384 0.502 -1.617 3.512 -3.780 0.991 0.022 20.558 0.740 2002 0.716 0.675 0.537 -1.141 -0.240 -3.385 -0.432 -0.007 20.059 1.195 2002 -0.118 0.439 0.020 3.938 0.509 -1.061 0.883 0.292 21.405 -0.451 2002 1.121 0.427 0.146 -0.495 -2.445 7.916 0.406 0.080 21.577 0.838 2002 0.178 0.694 0.038 1.974 -0.980 0.419 0.950 -0.044 21.375 0.844 2002 0.882 0.637 0.294 -0.943 4.592 -2.060 -1.033 -0.029 21.725 1.295 2002 -0.020 0.050 0.278 0.455 3.524 12.183 0.310 0.103 21.212 0.932 2002 -0.714 -0.063 0.277 2.303 3.629 12.955 -1.161 0.137 22.021 -0.195 2002 0.304 -0.416 0.274 -0.123 0.389 5.805 0.333 -0.131 21.689 0.108 2002 0.497 1.158 0.218 -0.514 -0.891 -3.464 -0.485 -0.004 21.535 0.596 2002 -0.041 -0.456 0.336 3.865 3.072 -2.731 1.173 -0.064 22.048 -0.236 2002 -0.938 -0.241 0.185 6.460 1.403 16.821 0.918 -0.030 20.068 0.465 2002 1.091 0.675 0.259 -3.348 1.661 -9.223 1.848 -0.113 21.486 0.728 2002 0.029 0.496 0.273 -1.508 -2.442 -2.068 0.923 0.088 22.324 0.824 2002 1.421 0.521 0.101 0.937 2.555 -4.382 0.166 -0.053 23.240 1.463 2002 0.294 1.243 0.273 -0.132 0.538 4.653 1.264 -0.008 20.846 0.268 2002 0.203 1.039 0.111 0.309 0.465 9.643 0.554 -0.030 20.539 0.644 2002 0.820 0.756 -0.050 3.986 1.603 9.866 0.706 -0.027 22.497 1.939 2002 0.222 0.608 -0.166 4.743 4.452 11.640 0.831 0.214 18.961 0.523 2002 -0.530 0.358 0.413 -2.131 1.039 -2.520 -0.106 0.029 19.974 -0.004 2002 0.565 0.322 0.583 0.611 0.557 3.069 -2.453 0.323 21.189 0.197 2002 -0.821 0.310 0.332 -0.642 1.285 -5.434 -1.156 0.104 21.465 0.430 2002 -1.225 -0.928 0.407 -0.416 2.195 2.557 0.438 0.085 21.036 5.285 2002 0.613 0.509 0.096 1.103 -2.236 4.538 0.019 0.154 22.191 0.826 2002 -0.727 0.262 0.291 4.469 2.215 24.078 0.914 0.005 20.445 0.388 2002 0.288 0.461 0.519 -1.089 0.791 -0.883 -1.778 0.100 21.629 0.775 2002 0.480 0.251 0.383 2.328 -2.067 -1.360 -0.173 0.271 22.211 0.926 2002 0.047 1.206 0.371 2.692 0.896 13.042 -1.312 0.057 21.520 0.234 2002 -0.097 0.275 0.214 4.323 -2.533 5.076 -0.769 0.133 21.978 -0.386 2002 -0.261 1.138 0.248 3.430 2.222 -2.898 0.354 0.038 22.312 0.943 2002 -1.149 0.094 -0.005 0.341 1.966 2.856 0.347 0.068 19.020 -0.852 2002 0.914 0.388 0.104 7.335 -0.551 14.580 -0.281 0.032 21.231 0.984 2002 -0.481 0.002 -0.088 2.417 0.169 4.728 2.024 0.141 21.487 -0.197 2002 0.055 0.296 0.451 -4.011 -0.564 -1.020 -1.287 -0.124 19.824 0.572 2002 0.406 0.364 0.506 2.032 0.615 12.251 -1.107 -0.180 21.845 1.006 2002 0.450 -0.657 0.475 3.982 0.307 17.524 -0.317 0.148 21.394 0.753 2002 0.287 0.461 0.336 -1.697 -1.423 -6.257 0.716 -0.061 19.977 0.698 2002 0.373 0.523 0.065 7.141 1.273 22.143 0.615 0.243 20.248 0.763 2002 0.002 0.691 -0.040 4.862 -1.582 18.779 0.087 0.038 21.291 0.451 2002 0.113 0.706 -0.009 -0.379 -0.105 -7.128 1.434 -0.174 20.950 0.857 2002 -0.325 0.212 0.159 2.104 -0.051 7.328 0.250 0.211 20.572 0.117 2002 0.726 0.566 0.040 2.925 -0.047 2.581 0.666 0.201 19.603 1.162 2002 0.062 0.396 -0.110 3.864 5.193 4.580 1.335 0.037 21.222 -0.029 2002 0.088 -0.313 0.252 5.883 -2.730 9.561 0.697 0.209 22.556 0.122 2002 -0.185 0.486 0.109 2.430 1.478 6.280 -0.190 0.072 22.505 -0.124 2002 0.797 0.670 0.361 2.706 -4.361 2.779 0.734 0.061 21.012 0.322 2002 0.408 -0.139 0.335 -0.924 -2.230 1.540 -0.139 0.233 20.592 -0.173 2002 0.404 0.561 0.487 -4.824 -1.642 -12.204 -0.654 0.197 22.606 0.105 2002 -0.172 0.001 0.584 1.213 2.101 13.424 -0.947 0.075 20.094 0.061 2002 -0.604 0.919 -0.074 5.627 -0.371 0.528 1.551 0.313 20.682 -0.213 2002 -0.506 0.033 0.490 -0.587 1.820 14.567 -0.112 0.156 20.763 0.841 2002 0.346 0.139 0.240 -0.317 3.362 -15.207 -0.335 0.081 22.342 1.304 2002 -0.751 1.134 -0.084 -0.938 -2.732 -0.152 2.140 0.285 20.539 -0.032 2002 -0.178 0.204 0.369 0.179 0.804 -1.615 0.132 0.212 20.562 0.461 2002 0.158 0.738 0.273 4.186 -1.281 2.731 0.805 0.090 20.087 0.109 2002 -0.056 -0.251 0.127 -0.097 -2.879 -10.698 0.813 -0.052 22.683 0.193 2002 0.203 0.593 0.687 -3.587 2.233 -0.703 0.669 0.169 20.426 0.660 2002 -1.033 0.228 0.239 -4.103 0.618 -0.377 0.289 -0.038 20.725 0.403 2002 0.615 0.186 -0.027 2.933 1.207 -3.623 2.024 0.152 21.209 0.334 2002 0.836 0.380 0.142 5.001 0.270 11.762 -0.231 0.145 21.622 0.888 2002 -0.972 -0.091 0.131 5.811 2.885 7.045 0.394 0.078 20.501 -0.553 2002 -0.394 0.795 0.202 -1.027 -2.936 6.371 1.718 0.016 21.504 0.466 2002 0.058 -0.104 0.467 -2.030 -1.106 -18.356 -1.863 0.074 22.855 0.653 2002 0.122 0.545 0.103 4.175 4.218 1.779 -0.014 0.125 21.605 0.799 2002 -0.552 0.703 0.443 -0.206 3.059 4.493 0.684 -0.051 20.550 -0.488 2002 0.218 0.250 0.290 0.445 2.812 10.258 -0.247 0.168 20.482 0.896 2002 0.153 0.784 -0.011 -0.146 -1.133 1.194 0.244 0.302 20.835 0.029 2002 -0.299 0.295 0.215 -0.721 0.312 5.194 0.197 0.184 20.984 0.098 2002 -0.456 1.090 0.455 -0.106 2.294 8.670 -0.742 0.086 19.559 0.494 2002 0.512 -0.413 0.232 2.736 -0.028 -0.510 -0.465 0.094 21.014 0.204 2002 0.333 0.877 0.027 -4.567 -1.687 -9.765 0.706 0.000 21.522 1.062 2002 -0.038 0.509 0.235 -2.910 0.274 -17.281 1.234 0.120 22.398 0.210 2002 0.104 0.041 0.645 -6.131 -1.045 -17.778 1.386 0.170 20.203 1.234 2002 1.127 0.267 0.341 2.229 -3.305 0.383 -0.500 0.129 22.504 0.449 2002 0.422 1.010 0.112 0.126 -0.548 -0.837 -0.780 0.174 21.896 0.739 2002 -0.041 -0.020 -0.033 1.116 2.098 -5.388 0.453 0.145 21.352 0.171 2002 0.642 0.385 0.369 -1.073 0.240 -6.594 -0.382 0.182 21.115 0.118 2002 -0.764 0.546 -0.038 -0.747 0.858 -18.