libro2

Interseción : Av. Abraham Lincoln esquina Calle General Modesto DíazFecha y hora : 25 Marzo 2014 - 7:00 A.M. a 8:00 A.M.Encargado : Margarita GuerraGrupo : 1Ubicación : Norte - Sur Av. Abraham LincolnDistancia : 50 metros

MUESTRA TIPO DE VEHÍCULO TIEMPO (s) VELOCIDAD (m/s) VELOCIDAD (km/h)1 Liviano 5.89 8.49 30.56 2 Liviano 4.8 10.42 37.50 3 Liviano 4.28 11.68 42.06 4 Liviano 5.06 9.88 35.57 5 Liviano 5.2 9.62 34.62 6 Liviano 6.29 7.95 28.62 7 Liviano 2.96 16.89 60.81 8 Liviano 3.31 15.11 54.38 9 Liviano 4.56 10.96 39.47 10 Liviano 4.27 11.71 42.15 11 Liviano 5.84 8.56 30.82 12 Liviano 5.45 9.17 33.03 13 Liviano 3.23 15.48 55.73 14 Liviano 4.05 12.35 44.44 15 Liviano 4.51 11.09 39.91 16 Liviano 4.49 11.14 40.09 17 Liviano 4.28 11.68 42.06 18 Liviano 4.44 11.26 40.54 19 Liviano 4.37 11.44 41.19 20 Liviano 4.59 10.89 39.22 21 Liviano 4.52 11.06 39.82 22 Liviano 3.38 14.79 53.25 23 Liviano 4.46 11.21 40.36 24 Liviano 5.36 9.33 33.58 25 Liviano 5.23 9.56 34.42 26 Liviano 5.18 9.65 34.75 27 Liviano 4.08 12.25 44.12 28 Liviano 5.15 9.71 34.95 29 Liviano 4.22 11.85 42.65 30 Liviano 4.28 11.68 42.06 31 Liviano 5.08 9.84 35.43 32 Liviano 5.42 9.23 33.21 33 Liviano 7.13 7.01 25.25 34 Liviano 3.3 15.15 54.55 35 Liviano 4.93 10.14 36.51 36 Liviano 3.97 12.59 45.34 37 Liviano 4.65 10.75 38.71 38 Comercial 4.04 12.38 44.55 39 Liviano 3.68 13.59 48.91 40 Liviano 4.5 11.11 40.00

41 Liviano 4.89 10.22 36.81 42 Liviano 3.69 13.55 48.78 43 Liviano 3.99 12.53 45.11 44 Liviano 6.17 8.10 29.17 45 Liviano 6.12 8.17 29.41 46 Liviano 4.52 11.06 39.82 47 Liviano 3.83 13.05 47.00 48 Liviano 4.3 11.63 41.86 49 Liviano 4.29 11.66 41.96 50 Liviano 4.1 12.20 43.90 51 Liviano 4.22 11.85 42.65 52 Liviano 4.94 10.12 36.44 53 Liviano 4.71 10.62 38.22 54 Liviano 4.14 12.08 43.48 55 Liviano 4.46 11.21 40.36 56 Liviano 7.16 6.98 25.14 57 Liviano 3.79 13.19 47.49 58 Liviano 3.74 13.37 48.13 59 Liviano 4.12 12.14 43.69 60 Liviano 4.17 11.99 43.17 61 Liviano 3.97 12.59 45.34 62 Liviano 3.99 12.53 45.11 63 Liviano 4.34 11.52 41.47 64 Liviano 4.36 11.47 41.28 65 Liviano 3.18 15.72 56.60 66 Liviano 3.67 13.62 49.05 67 Liviano 4 12.50 45.00 68 Liviano 5.27 9.49 34.16 69 Comercial 3.82 13.09 47.12 70 Liviano 3.81 13.12 47.24 71 Liviano 3.84 13.02 46.88 72 Liviano 4.27 11.71 42.15 73 Liviano 3.54 14.12 50.85 74 Liviano 4.02 12.44 44.78 75 Liviano 4.95 10.10 36.36 76 Liviano 5.04 9.92 35.71 77 Liviano 3.22 15.53 55.90 78 Liviano 3.93 12.72 45.80 79 Liviano 3.73 13.40 48.26 80 Liviano 6.1 8.20 29.51 81 Liviano 4.27 11.71 42.15 82 Liviano 3.93 12.72 45.80 83 Liviano 4.45 11.24 40.45 84 Liviano 4.38 11.42 41.10 85 Liviano 4.56 10.96 39.47 86 Liviano 3.15 15.87 57.14 87 Liviano 3.07 16.29 58.63 88 Liviano 4.35 11.49 41.38

89 Liviano 4.43 11.29 40.63 90 Liviano 4.11 12.17 43.80 91 Comercial 4.77 10.48 37.74 92 Liviano 4.75 10.53 37.89 93 Liviano 4.49 11.14 40.09 94 Liviano 4.23 11.82 42.55 95 Liviano 5.35 9.35 33.64 96 Liviano 3.62 13.81 49.72 97 Liviano 3.99 12.53 45.11 98 Liviano 3.98 12.56 45.23 99 Liviano 5.2 9.62 34.62 100 Liviano 4.59 10.89 39.22

VELOCIDAD (km/h)

Media 41.73 Error típico 0.71 Mediana 41.67 Moda 42.06 Desviación estándar 7.12 Varianza de la muestra 50.65 Curtosis 0.34 Coeficiente de asimetría 0.24 Rango 35.67 Mínimo 25.14 Máximo 60.81 Percentil 15 34.62 Percentil 50 41.67 Percentil 85 48.15 Suma 4,172.73 Cuenta 100.00 Nivel de confianza(95.0%) 1.41

Valor máximo para velocidad: 60.81 km/hValor mínimo para velocidad: 25.14 km/hTamaño de la muestra: 100 vehículosCantidad de intervalos de clase: 10Ancho de cada intervalo: (60.81 – 25.14) km/h / 10 = 3.56 km/h ≈ 4 km/h

Intervalo de clase (km/h) Vi (km/h) fi fi (%) Fi Fi (%)25 < 29 27 3 3 3 329 < 33 31 5 5 8 833 < 37 35 17 17 25 2537 < 41 39 20 20 45 4541 < 45 43 25 25 70 7045 < 49 47 18 18 88 8849 < 53 51 3 3 91 9153 < 57 55 6 6 97 9757 < 61 59 3 3 100 10061 < 65 63 0 — — —Total 100 100

Interseción : Av. Abraham Lincoln esquina Calle General Modesto DíazFecha y hora : 25 Marzo 2014 - 10:30 A.M. a 11:30 A.M.Encargado : Margarita GuerraGrupo : 1Ubicación : Norte - Sur Av. Abraham LincolnDistancia : 50 metros

MUESTRA TIPO DE VEHÍCULO TIEMPO (s) VELOCIDAD (m/s) VELOCIDAD (km/h)1 Liviano 3.95 12.66 45.57 2 Liviano 3.36 14.88 53.57 3 Liviano 3.22 15.53 55.90 4 Liviano 4.02 12.44 44.78 5 Liviano 2.85 17.54 63.16 6 Liviano 5.17 9.67 34.82 7 Liviano 5.01 9.98 35.93 8 Liviano 3.99 12.53 45.11 9 Comercial 5.22 9.58 34.48 10 Liviano 3.64 13.74 49.45 11 Comercial 4.37 11.44 41.19 12 Liviano 3.84 13.02 46.88 13 Liviano 5.05 9.90 35.64 14 Liviano 4.89 10.22 36.81 15 Liviano 3.9 12.82 46.15 16 Liviano 4.33 11.55 41.57 17 Liviano 4.83 10.35 37.27 18 Comercial 4.46 11.21 40.36 19 Comercial 5.28 9.47 34.09 20 Liviano 3.63 13.77 49.59 21 Liviano 3.97 12.59 45.34 22 Liviano 5.49 9.11 32.79 23 Liviano 3.94 12.69 45.69 24 Liviano 3.39 14.75 53.10 25 Liviano 3.24 15.43 55.56 26 Liviano 3.37 14.84 53.41 27 Liviano 3.83 13.05 47.00 28 Liviano 5.2 9.62 34.62 29 Liviano 3.3 15.15 54.55 30 Comercial 4.23 11.82 42.55 31 Liviano 4.03 12.41 44.67 32 Liviano 5.9 8.47 30.51 33 Liviano 3 16.67 60.00 34 Liviano 3.61 13.85 49.86 35 Liviano 3.29 15.20 54.71 36 Liviano 4.5 11.11 40.00 37 Liviano 5.98 8.36 30.10 38 Liviano 3.77 13.26 47.75 39 Comercial 3.74 13.37 48.13 40 Liviano 2.99 16.72 60.20

41 Liviano 4.26 11.74 42.25 42 Liviano 3.45 14.49 52.17 43 Liviano 3.5 14.29 51.43 44 Liviano 4.82 10.37 37.34 45 Comercial 4.7 10.64 38.30 46 Liviano 4.15 12.05 43.37 47 Liviano 3.51 14.25 51.28 48 Liviano 4.71 10.62 38.22 49 Liviano 3.92 12.76 45.92 50 Liviano 3.87 12.92 46.51 51 Liviano 4.61 10.85 39.05 52 Liviano 4.94 10.12 36.44 53 Comercial 4.54 11.01 39.65 54 Liviano 4.54 11.01 39.65 55 Liviano 5.09 9.82 35.36 56 Comercial 4.7 10.64 38.30 57 Liviano 4.11 12.17 43.80 58 Liviano 3.28 15.24 54.88 59 Liviano 4.35 11.49 41.38 60 Liviano 5.99 8.35 30.05 61 Liviano 3.21 15.58 56.07 62 Liviano 4.2 11.90 42.86 63 Liviano 4.96 10.08 36.29 64 Liviano 3.95 12.66 45.57 65 Liviano 4.37 11.44 41.19 66 Comercial 4.73 10.57 38.05 67 Comercial 4.5 11.11 40.00 68 Liviano 3.4 14.71 52.94 69 Liviano 3.57 14.01 50.42 70 Liviano 5.13 9.75 35.09 71 Liviano 4.21 11.88 42.76 72 Liviano 5.52 9.06 32.61 73 Liviano 5 10.00 36.00 74 Liviano 4.29 11.66 41.96 75 Liviano 4.07 12.29 44.23 76 Liviano 4.73 10.57 38.05 77 Comercial 2.79 17.92 64.52 78 Liviano 2.5 20.00 72.00 79 Liviano 2.73 18.32 65.93 80 Liviano 2.54 19.69 70.87 81 Liviano 4.26 11.74 42.25 82 Liviano 3.75 13.33 48.00 83 Liviano 4.81 10.40 37.42 84 Liviano 4.27 11.71 42.15 85 Liviano 4.46 11.21 40.36 86 Liviano 5.27 9.49 34.16 87 Comercial 3.62 13.81 49.72 88 Comercial 4.52 11.06 39.82

89 Liviano 3.9 12.82 46.15 90 Liviano 4.12 12.14 43.69 91 Comercial 3.95 12.66 45.57 92 Comercial 3.59 13.93 50.14 93 Comercial 4.13 12.11 43.58 94 Comercial 5.2 9.62 34.62 95 Liviano 3.95 12.66 45.57 96 Liviano 4.52 11.06 39.82 97 Liviano 4.46 11.21 40.36 98 Comercial 4.07 12.29 44.23 99 Liviano 5.38 9.29 33.46 100 Liviano 4.02 12.44 44.78

VELOCIDAD (km/h)

Media 44.41 Error típico 0.86 Mediana 43.48 Moda 45.57 Desviación estándar 8.64 Varianza de la muestra 74.65 Curtosis 0.97 Coeficiente de asimetría 0.92 Rango 41.95 Mínimo 30.05 Máximo 72.00 Percentil 15 35.89 Percentil 50 43.48 Percentil 85 53.14 Suma 4,441.42 Cuenta 100.00 Nivel de confianza(95.0%) 1.71

Valor máximo para velocidad: 72.00 km/hValor mínimo para velocidad: 30.05 km/hTamaño de la muestra: 100 vehículosCantidad de intervalos de clase: 10Ancho de cada intervalo: (72.00 - 30.05) km/h / 10 = 4.20 km/h

Intervalo de Vi (km/h) fi fi (%) Fi Fi (%)30.00 < 34.20 32.1 8 8 8 834.20 < 38.40 36.3 20 20 28 2838.40 < 42.60 40.1 19 19 47 4742.60 < 46.80 44.7 22 22 69 6946.80 < 51.00 48.9 11 11 80 8051.00 < 55.20 53.1 10 10 90 9055.20 < 59.40 57.3 3 3 93 9359.40 < 63.60 61.5 3 3 96 9663.60 < 67.80 65.7 2 2 98 9867.80 - 72.00 69.9 2 2 100 100Total 100 100