4. El azar en la siniestralidad (IV)DISTANCIA ENTRE ACCIDENTES
SENTIDO LLEIDAACESA, A-7. Comprobacin de distribucin exponencial
negativa.
O. Thorson. Auditora SV. Portugal
DISTANCIAS DESC
11
0.750.7437007782
0.58333333330.5530908475
0.48333333330.4113340937
0.36666666670.3059094856
0.30.2275051225
0.16666666670.1691957367
0.13333333330.0935806134
0.11666666670.069595975
0.08333333330.0517585808
0.03333333330.0286271973
0.01666666670.0117753423
Distancia (m)
% de distancias
DISTANCIAS ENTRE ACCIDENTES EN SENTIDO DESCENDENTE
AS
0
0
0
0
0
0
1
0
1
0
0
0
0
0
0
0
0
0
3
0
1
0
0
0
0
0
1
2
0
0
0
1
1
1
0
0
1
0
3
1
0
0
0
0
0
1
0
0
0
0
0
0
0
1
0
0
0
0
0
1
0
0
0
0
0
0
0
0
1
0
0
1
0
0
1
1
0
1
2
0
1
0
0
1
0
0
0
0
0
0
0
0
0
1
0
0
0
0
1
0
1
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
2
0
0
0
0
0
1
1
0
0
0
1
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
1
0
0
0
1
0
0
0
0
0
0
0
0
0
1
2
1
0
0
0
0
0
0
0
0
1
0
0
1
0
1
0
0
0
0
2
0
0
0
0
0
0
1
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
a
381,5 m/acc
pk
Accidentes
SENTIDO ASCENDENTE
DES
0
0
0
0
0
0
0
1
4
0
1
0
0
2
0
1
0
1
2
0
0
0
0
0
0
0
1
1
0
0
0
0
0
1
0
1
0
1
0
0
0
0
0
1
0
0
0
0
1
1
0
0
0
0
0
0
0
0
2
0
0
0
0
2
0
0
0
0
0
0
0
0
0
1
0
0
0
0
2
1
0
0
0
0
1
0
0
0
1
0
0
0
1
0
0
0
0
0
0
0
1
0
1
1
0
0
0
0
1
0
0
0
1
2
0
0
1
0
0
0
1
0
1
4
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2
0
0
0
0
0
0
0
0
1
1
0
0
0
0
0
0
0
0
0
1
0
1
0
0
1
0
0
0
0
0
0
0
0
0
1
0
0
1
0
0
0
0
1
1
1
0
0
1
0
0
0
0
0
0
0
0
0
0
0
1
0
0
1
0
0
0
0
0
337,7 m/acc
pk
Accidentes
SENTIDO DESCENDENTE
DISTANCIAS ASC
11
0.83018867920.7694064371
0.6415094340.5919862654
0.50943396230.4554780433
0.39622641510.3504477385
0.33962264150.2696367458
0.30188679250.2074602479
0.20754716980.1596212502
0.16981132080.1228136174
0.15094339620.0944935878
0.09433962260.0727039747
0.01886792450.0196036631
Distancia (m)
% de distancias
DISTANCIAS ENTRE ACCIDENTES EN SENTIDO ASCENDENTE
DISTANCIAS TOTES
11
0.68421052630.572208166
0.42982456140.3274221853
0.28947368420.1873536482
0.18421052630.1072052874
0.09649122810.0613437409
0.03508771930.0200853017
0.02631578950.0065763734
0.01754385960.0037630545
Distancia (m)
% de distancias
DISTANCIAS ENTRE ACCIDENTES
a
D (m)%% acumulat% teoric
199717-APR-1997 00:00:00140.8A1140.2000017%1.001.000
199927-JAN-1999 00:00:00141A1140.300010019%0.830.770.0048017287D
(m)010020030040050060070080090010001500
20017/4/01 0:00142A1140.400020013%0.640.590.0041429073%
acumulat10.83018867920.6415094340.50943396230.39622641510.33962264150.30188679250.20754716980.16981132080.15094339620.09433962260.0188679245
200217-Feb-02142A1140.500030011%0.510.460.006391617%
teoric10.76940643710.59198626540.45547804330.35044773850.26963674580.20746024790.15962125020.12281361740.09449358780.07270397470.0196036631
200221-DEC-2002142A1140.60004006%0.400.350.005980027800.00480172870.00414290730.0063916170.00598002780.01816527480.04297870270.01438964910.0179848470.03372272080.00643845490.00002761280.1550235428
200226-Oct-02142.2A1140.70005004%0.340.270.0181652748
20015/29/01 0:00142.8A1140.81016009%0.300.210.0429787027n=54
19973/2/97 0:00142.9A1140.91007004%0.210.160.0143896491
199810-AUG-1998
00:00:00142.9A11411018002%0.170.120.017984847
200309-JAN-2003143.3A1141.11009006%0.150.090.03372272080.0048017287
200130-JAN-2001
00:00:00143.4A1141.210010008%0.090.070.00643845490.0041429073
200321-Jun-03143.5A1141.310015002%0.020.020.0000276128LisoArrugadoLisoArrugado0.006391617
19999/10/99 0:00143.8A1141.4100Casos315101108320.0059800278
19963/28/96
0:00144A1141.51000.05720.23290.37580.26320.07090.0181652748
200010/22/00
0:00144A1141.61000.15502354280.05560.23560.37440.26440.070.0429787027
200105-JAN-2001 00:00:00144A1141.710028.290.0143896491
199605-AUG-1996
00:00:00144.1A1141.81000.00000.00000.00000.00000.00000.00010.08670.017984847
199822-AUG-1998
00:00:00144.7A1141.91000.00000.00010.00010.00010.00010.08674289710.0337227208
19976/19/97 0:00145.5A11421030.0064384549
199807-AUG-1998 00:00:00146.1A1142.1100
20017/15/01 0:00147A1142.2101
199915-APR-1999 00:00:00147.3A1142.3100
199610/9/96 0:00147.6A1142.4100Varones01234
199704-JAN-1997
00:00:00147.7A1142.51000.05720.23290.37580.26320.0709
200001-AUG-2000
00:00:00147.9A1142.61000.05560.23560.37440.26440.07
19999/13/99 0:00148A1142.7100
199911/7/99 0:00148A1142.8101
199614-APR-1996 00:00:00148.2A1142.9102
200311-Oct-03148.5A1143100
19972/14/97 0:00149.5A1143.1100
19999/19/99 0:00150A1143.2100
200314-Jul-03150.2A1143.3101
199701-APR-1997 00:00:00151.2A1143.4101
199718-APR-1997 00:00:00151.8A1143.5101
200326-May-03151.8A1143.6100
20016/19/01 0:00152.4A1143.7100
19976/12/97 0:00152.5A1143.8101
19973/31/97 0:00152.9A1143.9100
19967/23/96 0:00153.6A1144103
200208-AUG-2002154.5A1144.1101
200222-AUG-2002154.9A1144.2100
200231-Oct-02155.9A1144.3100
20003/28/00 0:00156A1144.4100
200217-AUG-2002156A1144.5100
200222-Jun-02156.1A1144.6100
20019/2/01 0:00157A1144.7101
19987/13/98 0:00157.3A1144.8100
20017/19/01 0:00157.5A1144.9100
20027-Jul-02158A1145100
200216-AUG-2002158A1145.1100
199917-APR-1999 00:00:00158.7A1145.2100
200321-DEC-2003159A1145.3100
19995/20/99 0:00160.5A1145.4100
20023-Jul-02160.6A1145.5101
145.6100
145.710
145.810
381.4814814815145.910
14610
146.111
146.210
146.310
146.410
146.510
146.610
146.710
146.810
146.910
14711
147.110
1140.8147.210
2141200000.1698113208147.311
3142100001000.1851851852147.410
4142002000.1296296296147.510
5142003000.1111111111147.611
6142.220004000.0555555556147.711
7142.860005000.037037037147.810
8142.910006000.0925925926147.911
9142.9007000.03703703714812
10143.340008000.0185185185148.110
11143.41001009000.0555555556148.211
12143.510010010000.0740740741148.310
13143.830010015000.0185185185148.410
141442001000.9846261356148.511
151440100148.610
161440100148.710
17144.1100100148.810
18144.7600100148.910
19145.58001000914910
20146.160010010010149.110
211479002002007149.210
22147.33002003006149.310
23147.63002004003149.410
24147.71002005002149.511
25147.92002006005149.610
261481002007002149.710
2714802008001149.810
28148.22003009003149.910
29148.53003001000415011
30149.5100030015001150.110
31150500300150.211
32150.220030053150.310
33151.21000300150.410
34151.8600400150.510
35151.80400016.98%150.610
36152.460040010018.87%150.710
37152.510050020013.21%150.810
38152.940050030011.32%150.910
39153.67006004005.66%15110
40154.59006005003.77%151.110
41154.94006006009.43%151.211
42155.910006007003.77%151.310
431561006008001.89%151.410
4415607009005.66%151.510
45156.110070010007.55%151.610
4615790080015001.89%151.710
47157.33009001151.812
48157.5200900151.910
4915850090015210
5015801000152.110
51158.77001000152.210
521593001000152.310
53160.515001000152.411
54160.61001500152.511
152.610
152.710
152.810
152.911
15310
153.110
153.210
153.310
153.410
153.510
153.611
153.710
153.810
153.910
15410
154.110
154.210
154.310
154.410
154.511
154.610
154.710
154.810
154.911
15510
155.110
155.210
155.310
155.410
155.510
155.610
155.710
155.810
155.911
15612
156.111
156.210
156.310
156.410
156.510
156.610
156.710
156.810
156.910
15711
157.110
157.210
157.311
157.410
157.511
157.610
157.710
157.810
157.910
15812
158.110
158.210
158.310
158.410
158.510
158.610
158.711
158.810
158.910
15911
159.110
159.210
159.310
159.410
159.510
159.610
159.710
159.810
159.910
16010
160.110
160.210
160.310
160.410
160.511
160.611
160.710
160.810
d
19976/15/97 0:00140.9D140.20000.25100%100.00%
199622-JAN-1996 00:00:00141.0D140.3001000.1775%74.37%
200026-AUG-2000 00:00:00141.0D140.4002000.1058%55.31%
200010/12/00 0:00141.0D140.5003000.1248%41.13%
200319-May-03141.0D140.6004000.0737%30.59%
200217-May-02141.2D140.7005000.1330%22.75%
199826-AUG-1998 00:00:00141.5D140.8006000.0317%16.92%
200327-Jun-03141.5D140.9118000.0213%9.36%
19976/11/97 0:00142.0D141449000.0312%6.96%
199903-AUG-1999 00:00:00142.0D141.10010000.058%5.18%
20035-Mar-03142.5D141.21112000.023%2.86%
200230-AUG-2002142.8D141.30015000.022%1.18%
199603-AUG-1996 00:00:00142.9D141.400
19997/9/99 0:00143.5D141.522
199711/30/97 0:00143.7D141.600
19967/31/96 0:00143.9D141.711
20023-Mar-02144.5D141.800
20028-Jul-02145.0D141.911
200229-Oct-02145.0D14222
19962/27/96 0:00145.1D142.100
199914-AUG-1999 00:00:00146.0D142.200
200115-APR-2001 00:00:00146.0D142.300
199909-APR-1999 00:00:00146.5D142.400
20017/25/01 0:00146.5D142.500
199611/14/96 0:00147.5D142.600
19965/31/96 0:00148.0D142.700
200023-APR-2000 00:00:00148.0D142.811
19995/18/99 0:00148.1D142.911
200110/24/01 0:00148.6D14300
200127-APR-2001 00:00:00149.0D143.100
199910/13/99 0:00149.4D143.200
199921-JAN-1999 00:00:00150.2D143.300
199724-APR-1997 00:00:00150.4D143.400
200310-Feb-03150.5D143.511
20017/26/01 0:00151.0D143.600
200126-APR-2001 00:00:00151.4D143.711
199720-APR-1997 00:00:00151.5D143.800
200325-Feb-03151.5D143.911
200130-APR-2001 00:00:00151.8D14400
199828-JAN-1998 00:00:00152.2D144.100
19989/12/98 0:00152.4D144.200
199710/24/97 0:00152.5D144.300
200322-Jun-03152.5D144.400
200311-Jul-03152.5D144.511
200303-AUG-2003152.5D144.600
200308-JAN-2003154.0D144.700
200329-DEC-2003154.0D144.800
19999/9/99 0:00154.9D144.900
200215-May-02155.0D14511
20017/7/01 0:00156.0D145.111
200224-Nov-02156.2D145.200
200211-AUG-2002156.5D145.300
199711-APR-1997 00:00:00157.5D145.400
20012/7/01 0:00157.8D145.500
19993/23/99 0:00158.3D145.600
20015/19/01 0:00158.3D145.700
200221-Mar-02158.4D145.800
200105-DEC-2001 00:00:00158.5D145.900
200127-AUG-2001 00:00:00158.8D14622
20007/29/00 0:00160.0D146.100
199604-AUG-1996 00:00:00160.3D146.200
146.300
146.400
146.522
146.600
337.7049180328146.700
146.800
146.900
14700
147.100
1140.9147.200
2141.01000015147.300
3141.00010010147.400
4141.0002006147.511
5141.0003007147.600
6141.220004004147.700
7141.530005008147.800
8141.5006002147.900
9142.05000800114822
10142.0009002148.111
11142.5500010003148.200
12142.8300012001148.300
13142.9100015001148.400
14143.5600060148.500
15143.72000148.611
16143.92000148.700
17144.5600100148.800
18145.050010000.25148.900
19145.001001000.1714911
20145.11001002000.10149.100
21146.09001003000.12149.200
22146.001004000.07149.300
23146.55001005000.13149.411
24146.501006000.03149.500
25147.510001008000.02149.600
26148.05001009000.03149.700
27148.0020010000.05149.800
28148.110020012000.02149.900
29148.650020015000.0215000
30149.0400200150.100
31149.4400200150.211
32150.2800200150.300
33150.4200300150.411
34150.5100300150.511
35151.0500300150.600
36151.4400300150.700
37151.5100300150.800
38151.50300150.900
39151.830030015111
40152.2400400151.100
41152.4200400151.200
42152.5100400151.300
43152.50400151.411
44152.50500151.522
45152.50500151.600
46154.01500500151.700
47154.00500151.811
48154.9900500151.900
49155.010050015200
50156.01000500152.100
51156.2200500152.211
52156.5300600152.300
53157.51000600152.411
54157.8300800152.544
55158.3500900152.600
56158.30900152.700
57158.41001000152.800
58158.51001000152.900
59158.8300100015300
60160.012001200153.100
61160.33001500153.200
153.300
153.400
153.500
153.600
153.700
153.800
153.900
15422
154.100
154.200
154.300
154.400
154.500
154.600
154.700
154.800
154.911
15511
155.100
155.200
155.300
155.400
155.500
155.600
155.700
155.800
155.900
15611
156.100
156.211
156.300
156.400
156.511
156.600
156.700
156.800
156.900
15700
157.100
157.200
157.300
157.400
157.511
157.600
157.700
157.811
157.900
15800
158.100
158.200
158.311
158.411
158.511
158.600
158.700
158.811
158.900
15900
159.100
159.200
159.300
159.400
159.500
159.600
159.700
159.800
159.900
16011
160.100
160.200
160.311
160.400
160.500
160.600
160.700
160.800
TOT JUNT
140.80
140.9100003632%100%100%
14110001002925%68%57%
141.0002001614%43%33%
141.0003001211%29%19%
141.000400109%18%11%
141.00050076%10%6%
141.2200070011%4%2%
141.5300090011%3%1%
141.500100022%2%0%
1425000114
14200
14200
142.000
142.000
142.22000179.1304347826
142.53000
142.83000
142.800
142.91000
142.900
142.900
143.34000
143.41000
143.51000
143.500
143.72000
143.81000
143.91000
1441000
14400
14400
144.11000
144.54000
144.72000
145.03000
145.000
145.1100100
145.5400100
146.0500100
146.00100
146.1100100
146.5400100
146.50100
147500100
147.3300100
147.5200100
147.6100100
147.7100100
147.9200100
148100100
1480100
148.00100
148.00100
148.1100100
148.2100100
148.5300100
148.6100100
149.0400100
149.4400100
149.5100100
150500100
150.2200100
150.20100
150.4200100
150.5100100
151.0500200
151.2200200
151.4200200
151.5100200
151.50200
151.8300200
151.80200
151.80200
152.2400200
152.4200200
152.40200
152.5100200
152.50200
152.50200
152.50200
152.50200
152.9400300
153.6700300
154.0400300
154.00300
154.5500300
154.9400300
154.90300
155.0100300
155.9900300
156100300
1560300
156.00300
156.1100400
156.2100400
156.5300400
157500400
157.3300400
157.5200400
157.50400
157.8300400
158200400
1580400
158.3300500
158.30500
158.4100500
158.5100500
158.7200500
158.8100500
159200500
160.01000700
160.3300900
160.52001000
160.61001000