1. Primer Dígito
Distribución del Primer Dígito
0.60
0.50
0.40
Primer Dígito
0.30
0.20
0.10
0.00
Row 3 Row 4 Row 5 Row 6 Row 7 Row 8 Row 9 Row 10 Row 11
Po Proporción
Benford LimInf LimSup
Page 1

2. DISTRIBUCIÓN DEL SEGUNDO DÍGITO
0.16
0.14
0.12
0.10
PROPORCIÓN
0.08
0.06
0.04
0.02
0.00
0 1 2 3 4 5 6 7 8 9
Po SEGUNDO DÍGITO
Benford LimInf LimSup

3. DISTRIBUCIÓN DE LOS PRIMEROS DOS DÍGITOS
0.07
0.06
0.05
0.04
PROPORCIÓN
0.03
0.02
0.01
0.00
12 16 20 24 28 32 36 40 44 48 52 56 60 64 68 72 76 80 84 88 92 96
10 14 18 22 26 30 34 38 42 46 50 54 58 62 66 70 74 78 82 86 90 94 98
PRIMEROS DOS DÍGITOS
Po Benford LimInf LimSup

4. ANÁLISIS DE DATOS; ELECCIONES 2009 MAS BOLIVIA Y EL EXTERIOR
1er Dígito Ca Po Benford Ce Pe Dif Signif Chi-cuad LimInf LimSup Disc
1 11848 0.509 0.301 7013.096 0.301 0.208 69.049 3333.235 0.295 0.307 0.208
2 3627 0.156 0.176 4102.398 0.176 -0.020 8.168 55.091 0.171 0.181 0.020
3 810 0.035 0.125 2910.698 0.125 -0.090 41.614 1516.108 0.121 0.129 0.090
4 1025 0.044 0.097 2257.713 0.097 -0.053 27.289 673.062 0.093 0.101 0.053
5 1112 0.048 0.079 1844.685 0.079 -0.031 17.765 291.013 0.076 0.083 0.031
6 1207 0.052 0.067 1559.659 0.067 -0.015 9.231 79.741 0.064 0.070 0.015
7 1294 0.056 0.058 1351.038 0.058 -0.002 1.585 2.408 0.055 0.061 0.002
8 1212 0.052 0.051 1191.700 0.051 0.001 0.589 0.346 0.048 0.054 0.001
9 1162 0.050 0.046 1066.012 0.046 0.004 2.994 8.643 0.043 0.048 0.004
2do Dígito Ca Po Benford Ce Pe Dif Signif Chi-cuad LimInf LimSup Disc
0 3374 0.145 0.120 2788.185 0.120 0.025 11.814 123.083 0.115 0.124 0.025
1 2985 0.128 0.114 2653.295 0.114 0.014 6.831 41.468 0.110 0.118 0.014
2 2317 0.099 0.109 2535.180 0.109 -0.009 4.580 18.777 0.105 0.113 0.009
3 2053 0.088 0.104 2430.576 0.104 -0.016 8.082 58.654 0.100 0.108 0.016
4 1941 0.083 0.100 2336.922 0.100 -0.017 8.624 67.077 0.096 0.104 0.017
5 1997 0.086 0.097 2252.354 0.097 -0.011 5.650 28.950 0.093 0.100 0.011
6 2061 0.088 0.093 2175.241 0.093 -0.005 2.561 6.000 0.090 0.097 0.005
7 2017 0.087 0.090 2104.884 0.090 -0.004 1.997 3.669 0.087 0.094 0.004
8 2203 0.095 0.088 2040.118 0.088 0.007 3.764 13.004 0.084 0.091 0.007
9 2349 0.101 0.085 1980.245 0.085 0.016 8.651 68.668 0.081 0.089 0.016
CHI-CUADRADO PARA EL PRIMER DIGITO DMA Primer Digito
5959.646 0.047
15.507
CHI-CUADRADO PARA ELSEGUNDO DIGITO DMA Segundo Digito
429.352 0.012
16.919
CHI-CUADRADO PARA LOS PRIMEROS DOS DIGITOS DMA Primeros Dos Digitos
12147.116
112.022 0.01

7. P2D Ca Po Benford Ce Pe Dif Signif Chi-cuad LimInf LimSup Disc
10 1179 0.051 0.041 964.325 0.041 0.009 7.044 47.790 0.039 0.044 0.009
11 1106 0.047 0.038 880.360 0.038 0.010 7.735 57.832 0.035 0.040 0.010
12 1056 0.045 0.035 809.853 0.035 0.011 8.786 74.814 0.032 0.037 0.011
13 1037 0.045 0.032 749.807 0.032 0.012 10.643 110.002 0.030 0.034 0.012
14 1045 0.045 0.030 698.053 0.030 0.015 13.314 172.440 0.028 0.032 0.015
15 1165 0.050 0.028 652.985 0.028 0.022 20.304 401.478 0.026 0.030 0.022
16 1235 0.053 0.026 613.385 0.026 0.027 25.416 629.955 0.024 0.028 0.027
17 1227 0.053 0.025 578.315 0.025 0.028 27.294 727.618 0.023 0.027 0.028
18 1309 0.056 0.023 547.039 0.023 0.033 32.946 1061.322 0.022 0.025 0.033
19 1489 0.064 0.022 518.973 0.022 0.042 43.041 1813.103 0.020 0.024 0.042
20 1457 0.063 0.021 493.647 0.021 0.041 43.803 1879.984 0.019 0.023 0.041
21 1066 0.046 0.020 470.678 0.020 0.026 27.699 752.973 0.018 0.022 0.026
22 543 0.023 0.019 449.752 0.019 0.004 4.416 19.333 0.018 0.021 0.004
23 227 0.010 0.018 430.608 0.018 -0.009 9.880 96.274 0.017 0.020 0.009
24 68 0.003 0.018 413.027 0.018 -0.015 17.105 288.222 0.016 0.019 0.015
25 41 0.002 0.017 396.826 0.017 -0.015 17.991 319.062 0.015 0.019 0.015
26 58 0.002 0.016 381.848 0.016 -0.014 16.684 274.657 0.015 0.018 0.014
27 34 0.001 0.016 367.959 0.016 -0.014 17.523 303.101 0.014 0.017 0.014
28 65 0.003 0.015 355.046 0.015 -0.012 15.485 236.945 0.014 0.017 0.012
29 68 0.003 0.015 343.008 0.015 -0.012 14.932 220.488 0.013 0.016 0.012
30 66 0.003 0.014 331.760 0.014 -0.011 14.668 212.890 0.013 0.016 0.011
31 79 0.003 0.014 321.226 0.014 -0.010 13.581 182.654 0.012 0.015 0.010
32 72 0.003 0.013 311.340 0.013 -0.010 13.627 183.991 0.012 0.015 0.010
33 81 0.003 0.013 302.045 0.013 -0.009 12.773 161.767 0.011 0.014 0.009
34 78 0.003 0.013 293.289 0.013 -0.009 12.622 158.033 0.011 0.014 0.009
35 68 0.003 0.012 285.026 0.012 -0.009 12.904 165.249 0.011 0.014 0.009
36 95 0.004 0.012 277.216 0.012 -0.008 10.980 119.772 0.010 0.013 0.008
37 85 0.004 0.012 269.823 0.012 -0.008 11.287 126.600 0.010 0.013 0.008
38 95 0.004 0.011 262.814 0.011 -0.007 10.379 107.154 0.010 0.013 0.007
39 91 0.004 0.011 256.159 0.011 -0.007 10.345 106.487 0.010 0.012 0.007
40 91 0.004 0.011 249.834 0.011 -0.007 10.071 100.980 0.009 0.012 0.007
41 116 0.005 0.010 243.813 0.010 -0.005 8.197 67.003 0.009 0.012 0.005

8. 42 86 0.004 0.010 238.076 0.010 -0.007 9.874 97.142 0.009 0.012 0.007
43 103 0.004 0.010 232.602 0.010 -0.006 8.508 72.212 0.009 0.011 0.006
44 91 0.004 0.010 227.375 0.010 -0.006 9.055 81.795 0.008 0.011 0.006
45 117 0.005 0.010 222.377 0.010 -0.005 7.067 49.935 0.008 0.011 0.005
46 102 0.004 0.009 217.595 0.009 -0.005 7.839 61.408 0.008 0.011 0.005
47 102 0.004 0.009 213.013 0.009 -0.005 7.607 57.855 0.008 0.010 0.005
48 119 0.005 0.009 208.621 0.009 -0.004 6.198 38.500 0.008 0.010 0.004
49 98 0.004 0.009 204.406 0.009 -0.005 7.440 55.391 0.008 0.010 0.005
50 116 0.005 0.009 200.358 0.009 -0.004 5.950 35.518 0.007 0.010 0.004
51 113 0.005 0.008 196.468 0.008 -0.004 5.944 35.460 0.007 0.010 0.004
52 112 0.005 0.008 192.725 0.008 -0.003 5.803 33.813 0.007 0.009 0.003
53 117 0.005 0.008 189.122 0.008 -0.003 5.229 27.504 0.007 0.009 0.003
54 114 0.005 0.008 185.652 0.008 -0.003 5.243 27.654 0.007 0.009 0.003
55 116 0.005 0.008 182.307 0.008 -0.003 4.893 24.116 0.007 0.009 0.003
56 107 0.005 0.008 179.080 0.008 -0.003 5.370 29.012 0.007 0.009 0.003
57 95 0.004 0.008 175.965 0.008 -0.003 6.089 37.254 0.006 0.009 0.003
58 120 0.005 0.007 172.957 0.007 -0.002 4.004 16.215 0.006 0.009 0.002
59 102 0.004 0.007 170.050 0.007 -0.003 5.199 27.232 0.006 0.008 0.003
60 90 0.004 0.007 167.239 0.007 -0.003 5.955 35.673 0.006 0.008 0.003
61 115 0.005 0.007 164.520 0.007 -0.002 3.835 14.905 0.006 0.008 0.002
62 111 0.005 0.007 161.888 0.007 -0.002 3.974 15.996 0.006 0.008 0.002
63 120 0.005 0.007 159.338 0.007 -0.002 3.087 9.712 0.006 0.008 0.002
64 147 0.006 0.007 156.868 0.007 0.000 0.750 0.621 0.006 0.008 0.000
65 112 0.005 0.007 154.473 0.007 -0.002 3.388 11.678 0.006 0.008 0.002
66 124 0.005 0.007 152.150 0.007 -0.001 2.249 5.208 0.005 0.008 0.001
67 124 0.005 0.006 149.895 0.006 -0.001 2.081 4.474 0.005 0.007 0.001
68 126 0.005 0.006 147.707 0.006 -0.001 1.751 3.190 0.005 0.007 0.001
69 138 0.006 0.006 145.582 0.006 0.000 0.589 0.395 0.005 0.007 0.000
70 124 0.005 0.006 143.517 0.006 -0.001 1.592 2.654 0.005 0.007 0.001
71 134 0.006 0.006 141.509 0.006 0.000 0.591 0.398 0.005 0.007 0.000
72 103 0.004 0.006 139.558 0.006 -0.002 3.061 9.576 0.005 0.007 0.002
73 140 0.006 0.006 137.659 0.006 0.000 0.157 0.040 0.005 0.007 0.000
74 147 0.006 0.006 135.811 0.006 0.000 0.920 0.922 0.005 0.007 0.000

9. 75 110 0.005 0.006 134.012 0.006 -0.001 2.037 4.302 0.005 0.007 0.001
76 127 0.005 0.006 132.260 0.006 0.000 0.415 0.209 0.005 0.007 0.000
77 137 0.006 0.006 130.554 0.006 0.000 0.522 0.318 0.005 0.007 0.000
78 147 0.006 0.006 128.890 0.006 0.001 1.555 2.544 0.005 0.007 0.001
79 125 0.005 0.005 127.269 0.005 0.000 0.157 0.040 0.004 0.006 0.000
80 131 0.006 0.005 125.688 0.005 0.000 0.430 0.224 0.004 0.006 0.000
81 136 0.006 0.005 124.146 0.005 0.001 1.022 1.132 0.004 0.006 0.001
82 133 0.006 0.005 122.641 0.005 0.000 0.893 0.875 0.004 0.006 0.000
83 121 0.005 0.005 121.172 0.005 0.000 0.016 0.000 0.004 0.006 0.000
84 126 0.005 0.005 119.738 0.005 0.000 0.528 0.327 0.004 0.006 0.000
85 115 0.005 0.005 118.338 0.005 0.000 0.262 0.094 0.004 0.006 0.000
86 110 0.005 0.005 116.970 0.005 0.000 0.600 0.415 0.004 0.006 0.000
87 103 0.004 0.005 115.633 0.005 -0.001 1.131 1.380 0.004 0.006 0.001
88 106 0.005 0.005 114.326 0.005 0.000 0.734 0.606 0.004 0.006 0.000
89 131 0.006 0.005 113.049 0.005 0.001 1.645 2.851 0.004 0.006 0.001
90 120 0.005 0.005 111.800 0.005 0.000 0.730 0.601 0.004 0.006 0.000
91 120 0.005 0.005 110.578 0.005 0.000 0.851 0.803 0.004 0.006 0.000
92 101 0.004 0.005 109.382 0.005 0.000 0.755 0.642 0.004 0.006 0.000
93 107 0.005 0.005 108.212 0.005 0.000 0.069 0.014 0.004 0.006 0.000
94 125 0.005 0.005 107.067 0.005 0.001 1.689 3.004 0.004 0.005 0.001
95 153 0.007 0.005 105.946 0.005 0.002 4.533 20.898 0.004 0.005 0.002
96 103 0.004 0.005 104.848 0.005 0.000 0.132 0.033 0.004 0.005 0.000
97 110 0.005 0.004 103.773 0.004 0.000 0.563 0.374 0.004 0.005 0.000
98 116 0.005 0.004 102.719 0.004 0.001 1.264 1.717 0.004 0.005 0.001
99 107 0.005 0.004 101.687 0.004 0.000 0.478 0.278 0.003 0.005 0.000

10. Cantidad de reg. =
23297
23297
23297
10000