year Y inv pib trans ing gini bono Dummy deplpib ling linv lgini ltrans1999 5852 949 5252 11900 2380 .52 0 0 Beni8.566.364 7.774.856 6.855.409 -.6539265 9.384.2942000 6162 995.4 5286 26190 2376 .57 0 0 Beni8.572.817 7.773.174 6.903.145 -.5621189 1.017.3132001 6237 1103.3 5374 28150 2370 .53 0 0 Beni8.589.328 7.770.645 7.006.061 -.6348783 102.4532002 6424 1060.9 5346 28240 2318 .55 0 0 Beni8.584.104 774.846 6.966.873 -.597837 102.4852003 6859 678.2 5481 62380 2268 .6 0 0 Beni8.609.043 7.726.654 6.519.442 -.5108256 11.0412004 7546 827.5 5740 82200 2260 .53 0 0 Beni8.655.214 772.312 6.718.409 -.6348783 1.131.6912005 8170 739.6 5774 232350 2242 .54 0 0 Beni866.112 7.715.124 660.611 -.6161861 12.3562006 9530 1339.8 7111 340390 2427 .54 11400000 1Beni 8.869.398 7.794.411 7.200.275 -.6161861 1.273.7852007 10482 1559.1 6747 374930 2405 .5 14100000 1Beni 8.816.854 7.785.305 7.351.864 -.6931472 1.283.4492008 12036 1988.1 7780 284980 2445 .74 69199800 1Beni 8.959.311 78.018 7.594.934 -.3011051 1.256.0172009 11902 1543.3 8215 246350 2492 .42 72817255 1Beni 9.013.717 7.820.841 7.341.678 -.8675005 1.241.4512010 13224 1248 8991 265440 2530 .45 76501575 1Beni 9.103.979 7.835.975 7.129.298 -.7985077 1.248.9142011 15637 2068.4 9676 356130 2537 .4 80688490 1Beni 9.177.403 7.838.737 7.634.531 -.9162908 1.278.3052012 17282 1866.3 10210 473010 2515 .39 82772910 1Beni 9.231.123 7.830.028 7.531.713 -.9416085 1.306.6871999 5852 1045.1 4944 17860 2264 .68 0 0 Chuquisaca 850.593 7.724.888 6.951.868 -.3856625 9.790.3182000 6162 1235.5 4999 34260 2183 .69 0 0 Chuquisaca 8.516.994 7.688.456 7.119.231 -.3710637 1.044.1732001 6237 1305.5 5069 38510 2141 .65 0 0 Chuquisaca 8.530.899 7.669.028 7.174.341 -.4307829 1.055.8672002 6424 1366.7 5168 19540 2123 .67 0 0 Chuquisaca 8.550.241 7.660.585 7.220.154 -.4004776 9.880.2192003 6859 802.8 5297 52300 2053 .67 0 0 Chuquisaca 8.574.896 7.627.058 6.688.106 -.4004776 1.086.4752004 7546 1509.5 5830 76500 2102 .65 0 0 Chuquisaca 8.670.773 7.650.645 7.319.534 -.4307829 1.124.5052005 8170 1867.4 5633 149670 2087 .66 0 0 Chuquisaca 8.636.397 7.643.483 7.532.302 -.4155155 1.191.6192006 9530 1654.8 6865 308860 2173 .66 15700000 1Chuquisaca 8.834.191 7.683.864 7.411.436 -.41551551.264.0642007 10482 1348.6 7363 336740 2177 .62 18800000 1Chuquisaca 8.904.222 7.685.703 7.206.822 -.47803581.272.7072008 12036 1518.5 8851 315060 2286 .57 1,52E+11 1Chuquisaca 9.088.285 7.734.559 7.325.478 -.56211891.266.0522009 11902 2259 8531 251750 2309 .54 1,49E+11 1Chuquisaca 9.051.462 774.457 7.722.678 -.6161861 1.243.6192010 13224 1921.6 9475 250620 2391 .57 1,50E+11 1Chuquisaca 9.156.412 7.779.467 7.560.914 -.56211891.243.1692011 15637 2399.4 10928 328730 2451 .52 1,57E+11 1Chuquisaca 9.299.084 7.804.251 7.782.974 -.65392651.270.2992012 17282 2094.1 12616 463830 2624 .51 1,53E+11 1Chuquisaca 9.442.721 7.872.455 7.646.879 -.67334461.304.7271999 5852 2136.9 6171 71680 2750 .54 0 0 Cochabamba 8.727.616 7.919.356 7.667.111 -.6161861 1.117.9972000 6162 2341.3 6531 122150 2753 .59 0 0 Cochabamba 8.784.315 7.920.446 7.758.461 -.5276327 1.171.3012001 6237 2993.2 6479 133900 2690 .55 0 0 Cochabamba 8.776.321 7.897.296 8.004.098 -.597837 1.180.4852002 6424 2389.9 6542 128640 2638 .57 0 0 Cochabamba 8.785.998 7.877.776 7.779.007 -.5621189 1.176.4772003 6859 2181.7 6738 211800 2554 .62 0 0 Cochabamba 8.815.518 7.845.416 768.786 -.4780358 122.6342004 7546 2508.3 7404 278840 2635 .55 0 0 Cochabamba 8.909.776 7.876.638 7.827.361 -.597837 1.253.8392005 8170 1998.3 7762 348230 2613 .56 0 0 Cochabamba 8.956.995 7.868.254 7.600.052 -.5798185 1.276.0622006 9530 2601.9 8618 508130 2664 .56 39000000 1Cochabamba 9.061.608 7.887.584 7.863.997 -.57981851.313.8492007 10482 2397.5 9365 572980 2705 .52 47900000 1Cochabamba 9.144.734 7.902.857 7.782.182 -.65392651.325.8612008 12036 3324.1 10339 490320 2741 .52 3,52E+11 1Cochabamba 9.243.678 7.916.078 8.108.954 -.65392651.310.2812009 11902 2700.7 10167 362760 2760 .44 3,70E+11 1Cochabamba 9.226.902 7.922.986 7.901.266 -.8209805128.0152010 13224 3533.9 11044 376680 2825 .47 3,93E+11 1Cochabamba 9.309.643 7.946.264 8.170.157 -.75502261.283.9152011 15637 4370.8 12466 486210 2884 .42 4,10E+11 1Cochabamba 943.076 7.966.934 8.382.701 -.8675005 130.9442012 17282 7025.8 13717 555230 2933 .41 4,19E+11 1Cochabamba 9.526.391 7.983.781 8.857.345 -.89159811.322.7141999 5852 2589.3 5276 430 2243 .59 0 0 La Paz8.570.924 7.715.569 7.859.143 -.5276327 6.063.7852000 6162 2906.3 5523 490 2200 .64 0 0 La Paz8.616.676 7.696.213 7.974.636 -.4462871 6.194.4062001 6237 2998.6 5507 480 2169 .6 0 0 La Paz8.613.775 7.682.022 80.059 -.5108256 6.173.7862002 6424 2934.8 5816 3340 2240 .62 0 0 La Paz8.668.368 7.714.231 7.984.395 -.4780358 8.113.7262003 6859 2597.5 6264 109040 2316 .61 0 0 La Paz8.742.575 7.747.597 7.862.305 -.4942963 1.159.9472004 7546 2953.5 6687 121410 2340 .6 0 0 La Paz880.792 7.757.906 7.990.746 -.5108256 1.170.6932005 8170 2593.9 7177 253300 2328 .61 0 0 La Paz8.878.636 7.752.765 7.860.918 -.4942963 1.244.2332006 9530 2839.4 8258 381940 2381 .61 54700000 1La Paz 9.018.938 7.775.276 7.951.348 -.4942963 1.285.3022007 10482 3009.5 9322 456020 2456 .57 66500000 1La Paz 9.140.133 7.806.289 8.009.529 -.5621189 1.303.0292008 12036 4327.2 10736 365050 2564 .55 5,98E+11 1La Paz 9.281.358 7.849.324 8.372.676 -.597837 1.280.7792009 11902 5325.4 10943 165360 2649 .49 6,28E+11 1La Paz 9.300.455 7.881.938 8.580.243 -.7133499 1.201.5882010 13224 5249.7 12201 265100 2733 .52 6,64E+11 1La Paz 9.409.273 7.913.155 8.565.927 -.6539265 1.248.7862011 15637 5068.1 14583 416080 2856 .47 6,87E+11 1La Paz 9.587.612 7.957.177 8.530.722 -.7550226 1.293.8632012 17282 7232.5 16116 372110 2954 .46 7,09E+11 1La Paz 9.687.568 7.990.915 888.634 -.7765288 1.282.6941999 5852 1260.5 6944 21140 3419 .61 0 0 Oruro8.845.634 8.137.103 7.139.264 -.4942963 9.958.9222000 6162 1427.6 7115 29300 3355 .62 0 0 Oruro8.869.961 8.118.207 726.375 -.4780358 1.028.5342001 6237 1296.3 7216 29160 3373 .58 0 0 Oruro8.884.056 8.123.558 7.167.269 -.5447271 1.028.0552002 6424 1011.4 7292 31270 3268 .6 0 0 Oruro8.894.533 8.091.933 6.919.091 -.5108256 1.035.0412003 6859 980.3 7527 47590 3082 .63 0 0 Oruro8.926.251 8.033.334 6.887.859 -.4620354 1.077.0382004 7546 817.5 8174 55200 2905 .58 0 0 Oruro9.008.714 7.974.189 6.706.251 -.5447271 1.091.8722005 8170 719.3 8747 192250 3002 .59 0 0 Oruro9.076.466 8.007.034 6.578.279 -.5276327 1.216.6552006 9530 1393 10177 360270 3132 .59 9400000 1 Oruro9.227.885 8.049.427 7.239.215 -.5276327 1.279.4612007 10482 1899.5 11624 391480 3209 .55 11500000 1Oruro 9.360.827 8.073.714 7.549.346 -.597837 1.287.7692008 12036 1935.9 14948 260160 3774 .53 1,10E+11 1Oruro 9.612.332 823.589 7.568.327 -.6348783 1.246.9052009 11902 1970.9 15265 187320 3961 .47 1,17E+11 1Oruro 9.633.318 8.284.252 7.586.246 -.7550226 1.214.0572010 13224 1265.2 18007 237340 4034 .5 1,24E+11 1Oruro 9.798.516 8.302.514 7.142.985 -.6931472 1.237.7252011 15637 1974.6 21841 335290 4157 .45 1,28E+11 1Oruro 9.991.544 8.332.549 7.588.121 -.7985077 1.272.2752012 17282 2468.5 20724 347490 4022 .44 1,31E+11 1Oruro 9.939.048 8.299.535 7.811.366 -.8209805 1.275.8491999 5852 301.7 8186 7870 3757 .68 0 0 Pando901.018 8.231.376 5.709.433 -.3856625 8.970.8142000 6162 378.7 8956 12170 3993 .73 0 0 Pando9.100.079 8.292.298 5.936.744 -.3147107 9.406.7292001 6237 491.5 9350 14750 4013 .69 0 0 Pando9.143.131 8.297.295 6.197.462 -.3710637 9.598.9982002 6424 493.4 9081 15060 3858 .71 0 0 Pando9.113.939 8.257.904 620.132 -.3424903 9.619.7982003 6859 384.4 8932 35850 3637 .69 0 0 Pando9.097.396 8.198.915 5.951.684 -.3710637 104.8712004 7546 345 9471 68100 3620 .69 0 0 Pando915.599 8.194.229 5.843.544 -.3710637 1.112.8732005 8170 345 10821 178760 3615 .7 0 0 Pando9.289.244 8.192.847 5.843.544 -.3566749 120.9382006 9530 968.7 11372 274800 3652 .69 1900000 1 Pando9.338.909 8.203.031 6.875.955 -.3710637 125.2382007 10482 1118.5 13779 304750 3975 .66 2400000 1 Pando9.530.901 828.778 7.019.744 -.4155155 1.262.7252008 12036 440.3 15142 210490 3975 .59 8919600 1 Pando9.625.228 828.778 6.087.456 -.5276327 1.225.7192009 11902 459 13892 176360 3846 .6 9959145 1 Pando9.539.068 8.254.789 612.905 -.5108256 1.208.0282010 13224 559.7 15930 190790 3859 .61 10377145 1Pando 967.596 8.258.163 6.327.401 -.4942963 1.215.8932011 15637 764.6 18400 258400 3818 .56 11128350 1Pando 9.820.106 8.247.482 6.639.353 -.5798185 1.246.2262012 17282 806 19285 335600 3816 .57 11054370 1Pando 9.867.083 8.246.958 6.692.084 -.5621189 1.272.3681999 5852 1098.2 3080 8440 1507 .66 0 0 Potosi8.032.685 7.317.876 7.001.428 -.4155155 9.040.7372000 6162 1105.5 3334 16390 1571 .67 0 0 Potosi8.111.928 7.359.468 7.008.053 -.4004776 9.704.4272001 6237 1374.7 3325 9660 1522 .63 0 0 Potosi8.109.225 7.327.781 7.225.991 -.4620354 9.175.7492002 6424 1539 3437 11070 1569 .65 0 0 Potosi8.142.354 7.358.194 7.338.888 -.4307829 9.311.9942003 6859 1336.4 3861 57420 1654 .64 0 0 Potosi8.258.681 7.410.952 7.197.735 -.4462871 1.095.8152004 7546 1937.3 4428 67390 1687 .63 0 0 Potosi8.395.703 7.430.707 756.905 -.4620354 1.111.8252005 8170 1801.1 4555 211440 1723 .64 0 0 Potosi8.423.981 7.451.822 7.496.153 -.4462871 122.6172006 9530 1600 6533 457860 1785 .64 20500000 1Potosi 8.784.621 7.487.174 7.377.759 -.4462871 1.303.4322007 10482 2766.5 7181 572000 2004 .6 25200000 1Potosi 8.879.194 7.602.901 7.925.338 -.5108256 1.325.6892008 12036 2999.9 9902 567170 2478 .54 1,95E+11 1Potosi 9.200.492 7.815.207 8.006.334 -.6161861 1.324.8412009 11902 3181.6 10625 500580 2664 .52 2,06E+11 1Potosi 9.270.965 7.887.584 806.514 -.6539265 1.312.3522010 13224 2325.6 12515 685330 2633 .55 2,16E+11 1Potosi 9.434.683 7.875.879 7.751.733 -.597837 1.343.7662011 15637 2603.7 15577 964690 2732 .5 2,22E+11 1Potosi 9.653.551 7.912.789 7.864.689 -.6931472 1.377.9562012 17282 3716.5 13734 846810 2504 .49 2,25E+11 1Potosi 952.763 7.825.645 8.220.537 -.7133499 1.364.9231999 5852 2038.4 7343 76190 3396 .62 0 0 Santa Cruz 8.901.503 8.130.354 761.992 -.4780358 1.124.0992000 6162 2281.1 7774 151720 3434 .67 0 0 Santa Cruz 895.854 8.141.481 7.732.413 -.4004776 1.192.9792001 6237 3097.8 7947 176260 3428 .63 0 0 Santa Cruz 898.055 8.139.732 8.038.447 -.4620354 1.207.9722002 6424 3249.4 7977 170280 3325 .65 0 0 Santa Cruz 8.984.318 8.109.225 8.086.226 -.4307829 120.4522003 6859 3318.2 8420 250120 3285 .64 0 0 Santa Cruz 9.038.365 8.097.122 8.107.178 -.4462871 124.2972004 7546 3318.2 9058 276840 3273 .63 0 0 Santa Cruz 9.111.403 8.093.462 8.107.178 -.4620354 1.253.1192005 8170 3918.1 9526 395250 3299 .64 0 0 Santa Cruz 916.178 8.101.375 8.273.362 -.4462871 1.288.7272006 9530 4061.6 10818 598920 3328 .63 54100000 1Santa Cruz 9.288.967 8.110.126 8.309.332 -.46203541.330.2882007 10482 4649.9 11413 680910 3327 .6 65800000 1Santa Cruz 9.342.508 8.109.826 8.444.601 -.51082561.343.1192008 12036 4730 12715 619460 3325 .63 3,59E+11 1Santa Cruz 9.450.538 8.109.225 846.168 -.4620354 133.3662009 11902 5269.4 12235 519990 3317 .54 3,75E+11 1Santa Cruz 9.412.056 8.106.816 8.569.672 -.61618611.316.1562010 13224 5518.3 13502 595190 3342 .55 3,95E+11 1Santa Cruz 9.510.593 8.114.325 8.615.825 -.5978371.329.6642011 15637 5256.4 15696 865520 3437 .5 4,11E+11 1Santa Cruz 9.661.161 8.142.354 8.567.202 -.69314721.367.1092012 17282 5318 17943 1245050 3633 .51 4,28E+11 1Santa Cruz 9.794.955 8.197.814 8.578.853 -.67334461.403.4691999 5852 1392.1 6402 16130 3068 .79 0 0 Tarija8.764.366 8.028.781 7.238.569 -.2357223 9.688.4372000 6162 1305.6 6867 46600 3108 .84 0 0 Tarija8.834.482 8.041.735 7.174.418 -.1743534 1.074.9362001 6237 1581.1 7331 92940 3237 .8 0 0 Tarija8.899.867 8.082.402 7.365.876 -.2231435 1.143.9712002 6424 1917.5 8438 132680 3638 .82 0 0 Tarija9.040.501 8.199.189 7.558.777 -.1984509 117.9572003 6859 1811.4 10395 311590 4049 .73 0 0 Tarija9.249.081 8.306.225 7.501.855 -.3147107 1.264.9442004 7546 2139.1 13569 543190 4683 .8 0 0 Tarija9.515.543 8.451.694 766.814 -.2231435 1.320.5212005 8170 2482.6 18868 1113610 5713 .81 0 0 Tarija9.845.222 8.650.499 7.817.062 -.210721 1.392.3122006 9530 3612.3 22932 1568730 5960 .81 10400000 1Tarija 1.004.029 8.692.825 81.921 -.210721 1.426.5782007 10482 2650.7 27138 1669140 6259 .77 12700000 1Tarija 1.020.869 8.741.776 7.882.579 -.2613648 1.432.7822008 12036 2243.2 29762 1632340 6390 .49 1,08E+11 1Tarija 1.030.099 8.762.489 7.715.659 -.7133499 1.430.5522009 11902 2399.5 27717 1637160 6157 .69 1,14E+11 1Tarija 102.298 8.725.345 7.783.016 -.3710637 1.430.8472010 13224 2460.6 29874 1773670 6442 .72 1,22E+11 1Tarija 1.030.474 8.770.595 780.816 -.3285041 1.438.8562011 15637 4171.4 37511 2181980 6692 .67 1,26E+11 1Tarija 1.053.239 8.808.668 8.336.007 -.4004776 1.459.5742012 17282 4687 46238 3221140 7163 .66 1,29E+11 1Tarija 1.074.156 8.876.684 8.452.548 -.4155155 1.498.525