Hello. Whenever I put in code for regressions, I get coefficients for individual percentages rather than the whole category.
Residuals:
Min 1Q Median 3Q Max
-688164406 0 0 0 623689540
Coefficients: (5 not defined because of singularities)
Estimate Std. Error t value Pr(>|t|)
(Intercept) -2.951e+08 5.417e+08 -0.545 0.59193
CorruptionNone0.01 2.514e+08 4.727e+08 0.532 0.60066
CorruptionNone0.04 -2.817e+06 3.481e+08 -0.008 0.99362
CorruptionNone0.05 7.118e+08 6.661e+08 1.069 0.29795
CorruptionNone0.06 3.988e+07 5.243e+08 0.076 0.94012
CorruptionNone0.1 2.696e+08 3.894e+08 0.692 0.49669
CorruptionNone0.1003 2.858e+08 5.435e+08 0.526 0.60478
CorruptionNone0.1012 3.690e+08 6.439e+08 0.573 0.57299
CorruptionNone0.10289999999999999 3.864e+08 4.839e+08 0.799 0.43389
CorruptionNone0.10310000000000001 -1.016e+09 6.438e+08 -1.578 0.13028
CorruptionNone0.1032 9.240e+07 6.867e+08 0.135 0.89432
CorruptionNone0.10400000000000001 -1.035e+08 4.153e+08 -0.249 0.80569
CorruptionNone0.1045 -9.767e+07 6.461e+08 -0.151 0.88136
CorruptionNone0.10679999999999999 2.601e+07 5.474e+08 0.048 0.96258
CorruptionNone0.1069 3.670e+08 6.404e+08 0.573 0.57304
CorruptionNone0.1072 -6.694e+08 4.649e+08 -1.440 0.16537
CorruptionNone0.1082 2.014e+08 5.661e+08 0.356 0.72570
CorruptionNone0.1084 4.035e+07 5.728e+08 0.070 0.94454
CorruptionNone0.10970000000000001 7.206e+08 6.744e+08 1.069 0.29800
CorruptionNone0.10980000000000001 3.599e+08 9.553e+08 0.377 0.71035
CorruptionNone0.11109999999999999 2.599e+08 6.867e+08 0.378 0.70910
CorruptionNone0.1114 7.976e+06 6.270e+08 0.013 0.98998
CorruptionNone0.1116 7.983e+07 6.424e+08 0.124 0.90234
CorruptionNone0.1119 -1.256e+08 6.432e+08 -0.195 0.84710
CorruptionNone0.11210000000000001 5.010e+08 5.233e+08 0.957 0.34981
CorruptionNone0.11289999999999999 1.783e+08 5.419e+08 0.329 0.74550
CorruptionNone0.1137 1.251e+09 9.568e+08 1.307 0.20592
CorruptionNone0.1158 2.862e+08 5.723e+08 0.500 0.62247
CorruptionNone0.11599999999999999 5.595e+08 5.196e+08 1.077 0.29434
CorruptionNone0.11630000000000001 6.860e+08 6.048e+08 1.134 0.27014
CorruptionNone0.1173 3.436e+08 7.276e+08 0.472 0.64191
CorruptionNone0.1188 9.033e+07 4.954e+08 0.182 0.85715
CorruptionNone0.1198 -8.262e+08 5.085e+08 -1.625 0.11984
CorruptionNone0.1201 3.302e+08 6.404e+08 0.516 0.61180
CorruptionNone0.12139999999999999 3.411e+08 5.261e+08 0.648 0.52413
CorruptionNone0.1217 1.711e+08 6.100e+08 0.280 0.78199
CorruptionNone0.12179999999999999 4.270e+08 7.291e+08 0.586 0.56461
CorruptionNone0.12240000000000001 3.260e+08 5.927e+08 0.550 0.58836
CorruptionNone0.123 2.572e+08 4.631e+08 0.555 0.58472
CorruptionNone0.12300000000000001 2.774e+08 6.432e+08 0.431 0.67092
CorruptionNone0.1241 1.481e+08 6.019e+08 0.246 0.80811
CorruptionNone0.12480000000000001 3.667e+08 3.899e+08 0.940 0.35821
CorruptionNone0.12529999999999999 4.115e+08 6.439e+08 0.639 0.52999
CorruptionNone0.1273 2.304e+07 4.622e+08 0.050 0.96073
CorruptionNone0.12839999999999999 1.840e+08 5.374e+08 0.342 0.73557
CorruptionNone0.12859999999999999 2.951e+08 6.183e+08 0.477 0.63835
CorruptionNone0.1288 4.614e+08 5.827e+08 0.792 0.43781
CorruptionNone0.12909999999999999 2.957e+08 5.923e+08 0.499 0.62306
CorruptionNone0.13059999999999999 1.384e+08 6.424e+08 0.215 0.83163
CorruptionNone0.1318 -8.121e+08 5.943e+08 -1.366 0.18698
CorruptionNone0.1333 1.330e+08 3.428e+08 0.388 0.70209
CorruptionNone0.1343 1.594e+08 6.100e+08 0.261 0.79651
CorruptionNone0.1346 1.189e+07 5.388e+08 0.022 0.98261
CorruptionNone0.13500000000000001 -2.945e+08 5.619e+08 -0.524 0.60603
CorruptionNone0.1363 -1.106e+09 6.628e+08 -1.669 0.11078
CorruptionNone0.1381 3.477e+08 5.517e+08 0.630 0.53566
CorruptionNone0.13830000000000001 3.599e+07 5.420e+08 0.066 0.94772
CorruptionNone0.1389 3.277e+08 7.276e+08 0.450 0.65725
CorruptionNone0.1391 8.320e+08 7.058e+08 1.179 0.25235
CorruptionNone0.13980000000000001 2.602e+08 5.924e+08 0.439 0.66521
CorruptionNone0.14000000000000001 2.689e+08 5.114e+08 0.526 0.60486
CorruptionNone0.1401 1.862e+08 6.904e+08 0.270 0.79012
CorruptionNone0.14219999999999999 3.660e+07 4.985e+08 0.073 0.94221
CorruptionNone0.14249999999999999 1.720e+08 4.675e+08 0.368 0.71690
CorruptionNone0.14319999999999999 6.808e+08 6.597e+08 1.032 0.31445
CorruptionNone0.14410000000000001 2.036e+08 5.620e+08 0.362 0.72102
CorruptionNone0.1447 3.826e+08 5.440e+08 0.703 0.48995
CorruptionNone0.14480000000000001 -5.908e+08 5.203e+08 -1.136 0.26958
CorruptionNone0.14550000000000002 -1.248e+08 5.304e+08 -0.235 0.81634
CorruptionNone0.14560000000000001 -6.800e+07 5.690e+08 -0.120 0.90606
CorruptionNone0.14599999999999999 4.295e+08 6.411e+08 0.670 0.51059
CorruptionNone0.1479 9.039e+08 5.017e+08 1.802 0.08668 .
CorruptionNone0.14800000000000002 5.177e+08 9.506e+08 0.545 0.59202
CorruptionNone0.1492 1.655e+08 5.821e+08 0.284 0.77908
CorruptionNone0.15 3.212e+08 6.986e+08 0.460 0.65066
CorruptionNone0.1502 5.761e+08 8.857e+08 0.650 0.52278
CorruptionNone0.1512 -1.271e+09 6.963e+08 -1.825 0.08299 .
CorruptionNone0.1517 4.475e+08 9.639e+08 0.464 0.64746
CorruptionNone0.15259999999999999 7.206e+08 7.540e+08 0.956 0.35066
CorruptionNone0.15329999999999999 3.436e+08 7.276e+08 0.472 0.64191
CorruptionNone0.1535 7.181e+08 6.977e+08 1.029 0.31565
CorruptionNone0.15429999999999999 5.642e+08 5.787e+08 0.975 0.34121
CorruptionNone0.15479999999999999 -1.155e+09 5.942e+08 -1.943 0.06621 .
CorruptionNone0.15620000000000001 2.388e+08 6.944e+08 0.344 0.73451
CorruptionNone0.15640000000000001 1.307e+08 6.019e+08 0.217 0.83027
CorruptionNone0.1585 2.766e+08 5.745e+08 0.481 0.63540
CorruptionNone0.15939999999999999 5.450e+08 6.460e+08 0.844 0.40882
CorruptionNone0.15989999999999999 7.642e+08 7.391e+08 1.034 0.31347
CorruptionNone0.16 3.212e+08 6.986e+08 0.460 0.65066
CorruptionNone0.161 -5.634e+08 6.439e+08 -0.875 0.39199
CorruptionNone0.1618 6.402e+08 6.581e+08 0.973 0.34228
CorruptionNone0.16200000000000001 9.642e+07 6.211e+08 0.155 0.87819
CorruptionNone0.16250000000000001 2.049e+08 4.626e+08 0.443 0.66256
CorruptionNone0.16329999999999997 -8.603e+06 4.231e+08 -0.020 0.98398
CorruptionNone0.16350000000000001 -7.448e+08 4.326e+08 -1.722 0.10058
CorruptionNone0.1641 6.128e+08 5.074e+08 1.208 0.24128
CorruptionNone0.16739999999999999 -5.558e+08 4.643e+08 -1.197 0.24527
CorruptionNone0.16819999999999999 2.951e+08 6.183e+08 0.477 0.63835
CorruptionNone0.16980000000000001 1.662e+08 6.676e+08 0.249 0.80595
CorruptionNone0.17 1.208e+08 4.369e+08 0.277 0.78495
CorruptionNone0.17120000000000002 9.065e+07 5.750e+08 0.158 0.87631
CorruptionNone0.1714 2.183e+08 4.533e+08 0.482 0.63529
CorruptionNone0.17489999999999997 -1.899e+08 5.842e+08 -0.325 0.74857
CorruptionNone0.17679999999999998 8.972e+07 5.276e+08 0.170 0.86667
CorruptionNone0.17749999999999999 4.176e+08 6.070e+08 0.688 0.49934
CorruptionNone0.1782 3.272e+08 6.986e+08 0.468 0.64454
CorruptionNone0.17899999999999999 -8.547e+07 6.021e+08 -0.142 0.88855
CorruptionNone0.17929999999999999 -1.066e+09 6.416e+08 -1.662 0.11208
CorruptionNone0.18 5.410e+08 9.289e+08 0.582 0.56678
CorruptionNone0.1802 3.531e+08 6.852e+08 0.515 0.61193
CorruptionNone0.1804 -1.319e+09 6.482e+08 -2.035 0.05527 .
CorruptionNone0.18260000000000001 7.028e+08 5.631e+08 1.248 0.22644
CorruptionNone0.1827 1.817e+09 1.040e+09 1.748 0.09585 .
CorruptionNone0.18390000000000001 4.091e+08 8.407e+08 0.487 0.63178
CorruptionNone0.18420000000000003 -1.165e+08 5.357e+08 -0.218 0.83001
CorruptionNone0.1855 4.214e+08 5.999e+08 0.702 0.49051
CorruptionNone0.189 1.083e+08 5.355e+08 0.202 0.84177
CorruptionNone0.19 -5.395e+08 4.756e+08 -1.134 0.27004
CorruptionNone0.19010000000000002 3.067e+08 6.953e+08 0.441 0.66385
CorruptionNone0.1908 5.880e+08 9.733e+08 0.604 0.55259
CorruptionNone0.19159999999999999 6.271e+08 6.691e+08 0.937 0.35985
CorruptionNone0.19189999999999999 6.923e+08 5.157e+08 1.342 0.19450
CorruptionNone0.19420000000000001 1.758e+08 6.100e+08 0.288 0.77612
CorruptionNone0.19439999999999999 1.303e+08 6.019e+08 0.216 0.83084
CorruptionNone0.19520000000000001 2.409e+08 4.325e+08 0.557 0.58380
CorruptionNone0.19620000000000001 3.215e+08 6.986e+08 0.460 0.65039
CorruptionNone0.1971 1.922e+08 6.424e+08 0.299 0.76787
CorruptionNone0.19800000000000001 6.855e+08 6.357e+08 1.078 0.29374
CorruptionNone0.19939999999999999 -1.115e+09 6.549e+08 -1.702 0.10427
CorruptionNone0.2 2.951e+08 6.183e+08 0.477 0.63835
CorruptionNone0.20100000000000001 5.737e+08 9.177e+08 0.625 0.53893
CorruptionNone0.2014 -5.885e+08 5.308e+08 -1.109 0.28068
CorruptionNone0.20180000000000001 9.743e+07 4.163e+08 0.234 0.81732
CorruptionNone0.20219999999999999 -4.892e+08 6.439e+08 -0.760 0.45628
CorruptionNone0.20370000000000002 -6.931e+08 5.835e+08 -1.188 0.24887
CorruptionNone0.20519999999999999 -2.437e+08 6.867e+08 -0.355 0.72643
CorruptionNone0.2054 6.255e+08 7.377e+08 0.848 0.40649
CorruptionNone0.2077 5.763e+08 9.983e+08 0.577 0.57022
CorruptionNone0.2087 6.320e+08 7.115e+08 0.888 0.38499
CorruptionNone0.21 1.735e+08 5.077e+08 0.342 0.73608
CorruptionNone0.21059999999999998 9.868e+06 6.432e+08 0.015 0.98791
CorruptionNone0.21210000000000001 -1.876e+08 4.245e+08 -0.442 0.66321
CorruptionNone0.21260000000000001 -7.323e+08 4.805e+08 -1.524 0.14317
CorruptionNone0.21490000000000001 2.727e+08 6.423e+08 0.425 0.67570
CorruptionNone0.2162 3.173e+08 5.642e+08 0.562 0.58009
CorruptionNone0.218 1.898e+08 6.402e+08 0.297 0.76990
CorruptionNone0.21820000000000001 -8.711e+07 6.847e+08 -0.127 0.90003
CorruptionNone0.22120000000000001 1.454e+06 4.676e+08 0.003 0.99755
CorruptionNone0.222 -1.730e+08 5.558e+08 -0.311 0.75875
CorruptionNone0.22219999999999998 3.537e+08 7.989e+08 0.443 0.66269
CorruptionNone0.2248 8.466e+08 9.551e+08 0.886 0.38595
CorruptionNone0.22579999999999997 -1.047e+08 6.422e+08 -0.163 0.87213
CorruptionNone0.22889999999999999 2.394e+08 6.423e+08 0.373 0.71333
CorruptionNone0.2291 -3.208e+08 5.725e+08 -0.560 0.58149
CorruptionNone0.23300000000000001 4.827e+08 6.418e+08 0.752 0.46072
CorruptionNone0.2336 2.620e+08 4.829e+08 0.542 0.59353
CorruptionNone0.23380000000000001 4.412e+08 9.795e+08 0.450 0.65728
CorruptionNone0.2366 -1.273e+08 5.944e+08 -0.214 0.83262
CorruptionNone0.23719999999999999 2.701e+08 6.423e+08 0.421 0.67857
CorruptionNone0.23860000000000001 1.037e+09 6.904e+08 1.501 0.14890
CorruptionNone0.24 1.643e+08 4.973e+08 0.330 0.74449
CorruptionNone0.24030000000000001 5.921e+08 7.004e+08 0.845 0.40790
CorruptionNone0.24179999999999999 -6.842e+08 4.559e+08 -1.501 0.14907
CorruptionNone0.2467 -1.161e+09 6.355e+08 -1.826 0.08280 .
CorruptionNone0.249 3.277e+08 7.276e+08 0.450 0.65725
CorruptionNone0.25030000000000002 5.503e+08 6.865e+08 0.802 0.43219
CorruptionNone0.25059999999999999 8.220e+08 6.244e+08 1.316 0.20295
CorruptionNone0.25090000000000001 5.775e+08 7.640e+08 0.756 0.45857
CorruptionNone0.25109999999999999 3.277e+08 7.276e+08 0.450 0.65725
CorruptionNone0.25159999999999999 5.377e+08 6.708e+08 0.801 0.43229
CorruptionNone0.2525 5.713e+08 8.067e+08 0.708 0.48702
CorruptionNone0.25440000000000002 7.228e+08 7.035e+08 1.027 0.31646
CorruptionNone0.25679999999999997 7.556e+08 8.140e+08 0.928 0.36438
CorruptionNone0.25719999999999998 8.313e+07 5.878e+08 0.141 0.88894
CorruptionNone0.25929999999999997 -3.021e+08 5.721e+08 -0.528 0.60333
CorruptionNone0.26 -1.102e+09 5.690e+08 -1.937 0.06703 .
CorruptionNone0.26219999999999999 1.817e+08 6.100e+08 0.298 0.76891
CorruptionNone0.26390000000000002 2.587e+08 6.134e+08 0.422 0.67770
CorruptionNone0.26500000000000001 3.560e+08 5.281e+08 0.674 0.50801
CorruptionNone0.26519999999999999 2.247e+08 6.904e+08 0.325 0.74823
CorruptionNone0.26619999999999999 -2.189e+08 5.620e+08 -0.389 0.70104
CorruptionNone0.26679999999999998 -7.747e+08 6.439e+08 -1.203 0.24296
CorruptionNone0.2697 6.480e+08 6.006e+08 1.079 0.29347
CorruptionNone0.27029999999999998 3.088e+08 6.918e+08 0.446 0.66009
CorruptionNone0.27560000000000001 2.764e+07 6.185e+08 0.045 0.96480
CorruptionNone0.2762 1.480e+08 5.117e+08 0.289 0.77536
CorruptionNone0.27750000000000002 2.085e+08 6.944e+08 0.300 0.76704
CorruptionNone0.27839999999999998 -2.814e+08 5.614e+08 -0.501 0.62168
CorruptionNone0.27860000000000001 7.425e+08 5.796e+08 1.281 0.21486
CorruptionNone0.27879999999999999 3.433e+08 6.852e+08 0.501 0.62186
CorruptionNone0.27989999999999998 3.101e+08 6.558e+08 0.473 0.64145
CorruptionNone0.2828 1.409e+08 5.702e+08 0.247 0.80732
CorruptionNone0.28570000000000001 6.220e+08 5.844e+08 1.064 0.29993
CorruptionNone0.29089999999999999 2.529e+08 6.852e+08 0.369 0.71591
CorruptionNone0.29380000000000001 2.701e+08 5.368e+08 0.503 0.62042
CorruptionNone0.2944 3.491e+07 6.123e+08 0.057 0.95510
CorruptionNone0.29630000000000001 1.454e+08 6.019e+08 0.242 0.81162
CorruptionNone0.29770000000000002 1.252e+09 9.269e+08 1.351 0.19176
CorruptionNone0.3 1.116e+08 5.678e+08 0.197 0.84620
CorruptionNone0.3019 -9.797e+07 4.883e+08 -0.201 0.84303
[ reached getOption("max.print") -- omitted 261 rows ]
---
Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1
Residual standard error: 298200000 on 20 degrees of freedom
Multiple R-squared: 0.9952, Adjusted R-squared: 0.8867
F-statistic: 9.17 on 455 and 20 DF, p-value: 2.85e-07