trabajo analisis dde consistencia llalli - ayaviri

8/16/2019 Trabajo Analisis Dde Consistencia Llalli - Ayaviri

1/139

PRE

ESTACION: CO. 114038 LATITUD

AYAVIRI LONGITUD

ALTITUD

AÑO ENE FEB MAR ABR

1964 130.0 38.2 98.5 39.1

1965 161.9 97.4 187.1 27.5

1966 65.0 87.0 74.0 2.5

1967 75.0 75.0 85.5 32.5

1968 139.7 171.5 105.5 6.5

1969 118.1 105.6 40.1 38.6

1970 128.7 72.7 100.4 61.2

1971 78.1 178.6 13.9 56.9

1972 165.3 108.5 82.4 34.2

1973 201.4 150.5 134.0 76.6

1974 178.6 263.5 67.0 42.6

1975 133.1 187.4 104.7 37.3

1976 124.4 103.2 54.3 31.1

1977 18.0 87.4 57.5 0.0

1978 226.1 192.8 75.2 0.0

1979 183.3 56.9 101.0 44.3

1980 132.0 99.4 108.5 15.1

1981 139.3 116.2 96.9 41.9

1982 141.6 23.3 163.0 93.9

1983 43.0 53.2 72.8 70.5

1984 248.1 160.3 152.1 21.0

1985 721.9 150.2 190.1 158.1

1986 194.5 172.3 159.7 110.4

1987 180.2 70.1 58.1 41.3

1988 158.9 87.9 157.1 78.6

1989 158.5 75.7 99.0 56.2

1990 190.2 111.1 38.6 32.4

1991 163.5 95.9 109.8 27.6

1992 109.8 79.5 45.3 27.4

1993 206.6 68.0 120.0 26.6

1994 113.5 81.9 144.6 69.9

1995 96.3 98.4 132.5 44.9

1996 181.6 123.6 61.0 19.8

1997 139.0 194.9 174.0 8.4

1998 106.5 90.1 115.2 26.6

1999 92.8 156.3 129.7 111.6

2000 136.8 224.6 108.6 5.9

2001 228.1 111.2 99.9 39.0

2002 162.6 191.4 68.0 60.6

2003 201.0 103.2 163.2 42.7


2/139

2004 260.6 151.4 86.6 40.2

2005 70.6 224.9 130.2 26.3

2006 177.5 65.9 105.6 44.5

PROM 160.04 119.93 103.98 43.54

VAR 10521.52 3017.85 1779.65 1025.82

SKE 3.97 0.67 0.16 1.45

KURTOSIS 21.78 !0.15 !0.48 3.07


3/139

IPITACION TOTAL MENSUAL (mm.) - COMPLETADO/EXTENDIDO

14"52#22$80% DEPARTAMENTO

70"35#34.79% PROVINCIA

3928 DISTRITO

MAY JUN JUL AGO SEP OCT

50.5 0.0 0.0 94.5 15.5 23.5

0.0 0.0 0.0 0.0 2.5 11.3

16.5 0.0 0.0 0.0 2.0 62.5

9.2 0.0 18.0 14.1 32.0 101.9

0.0 0.0 10.5 5.0 24.8 21.3

0.0 0.0 5.0 0.7 9.0 32.7

26.6 0.0 0.0 0.0 35.8 40.0

0.0 0.0 0.0 3.1 0.0 24.0

1.2 0.0 3.0 8.6 17.3 22.7

15.2 0.0 0.0 9.1 72.6 65.7

7.3 7.0 0.0 43.9 5.4 34.2

4.1 0.0 0.0 0.0 4.9 87.2

1.8 0.0 0.0 0.0 20.4 2.7

0.0 0.0 0.0 0.0 1.3 2.6

0.0 0.0 0.0 12.3 27.0 23.9

6.3 3.4 2.3 8.9 15.1 48.2

8.4 0.7 4.8 6.6 18.5 107.6

6.4 3.5 2.3 7.8 15.4 50.6

0.0 0.0 0.0 39.5 35.0 117.7

0.4 2.1 0.0 0.0 7.0 17.4

16.6 3.4 0.0 18.8 0.0 539.5

8.2 40.5 0.0 0.0 24.3 96.5

16.8 0.0 0.0 2.3 24.0 4.4

4.7 4.8 20.4 3.3 2.0 30.5

13.7 0.0 0.0 0.0 16.2 46.7

3.7 2.9 0.1 31.6 22.8 47.6

3.8 33.4 0.0 3.5 4.1 87.1

29.6 35.8 0.6 2.9 13.6 51.1

0.0 10.2 0.0 49.0 1.1 54.4

0.3 10.8 0.3 23.7 50.8 84.1

4.7 0.0 0.0 7.5 4.1 16.7

0.5 0.0 0.0 0.0 5.1 15.1

6.2 0.0 0.0 4.1 5.3 21.1

1.4 0.0 0.0 14.7 20.9 67.0

0.0 0.5 0.0 1.9 0.5 54.3

7 0 0 0 22.6 43.2

6.2 1.6 4.1 7.1 2.5 119.8

22.7 2.9 1.3 10.8 11.3 34.8

21.5 5.2 12.4 11.2 21.3 106.3

9.6 0.0 0.0 10.5 15.1 29.3


4/139

3.9 0.8 4.3 15.4 50.9 24.5

0.3 0.0 0.0 4.5 4.8 94.8

0.0 0.6 0.0 2.1 2.8 80.5

7.80 3.96 2.08 11.14 15.99 61.56

105.52 89.17 21.99 312.30 245.26 6680.43

2.21 3.13 2.83 3.08 1.61 4.96

6.24 9.12 7.80 11.58 3.25 28.96


5/139

PUNO

MELGAR

AYAVIRI

NOV DIC TOT MAXIMO PROMEDIO

51.5 51.0 592.3 130.0 49.466.5 159.5 713.7 187.1 59.565.0 86.0 460.5 87.0 38.435.5 150.0 628.7 150.0 52.4

100.9 58.8 644.5 171.5 53.750.3 32.5 432.6 118.1 36.120.3 142.4 628.1 142.4 52.328.3 107.3 490.2 178.6 40.9

36.8 130.8 610.8 165.3 50.957.0 87.8 869.9 201.4 72.543.5 95.9 788.9 263.5 65.773.4 172.3 804.4 187.4 67.00.0 33.1 371.0 124.4 30.9

52.5 118.0 337.3 118.0 28.1145.8 153.2 856.3 226.1 71.458.5 92.7 620.9 183.3 51.722.2 70.4 594.1 132.0 49.559.8 94.8 634.9 139.3 52.9

220.5 57.1 891.6 220.5 74.343.4 79.3 389.1 79.3 32.4

811.3 179.2 2150.3 811.3 179.2117.1 185.6 1692.5 721.9 141.038.9 163.1 886.4 194.5 73.972.8 76.7 564.9 180.2 47.12.5 91.8 653.4 158.9 54.5

37.0 76.6 611.7 158.5 51.071.7 81.9 657.8 190.2 54.833.2 85.4 649.0 163.5 54.161.0 43.8 481.5 109.8 40.1

175.0 78.8 845.0 206.6 70.465.5 99.8 608.2 144.6 50.770.5 104.1 567.4 132.5 47.361.1 101.0 584.8 181.6 48.7

135.8 107.4 863.5 194.9 72.096.9 66.0 558.5 115.2 46.531.5 54.9 649.6 156.3 54.18.6 76.9 702.7 224.6 58.6

21.4 100.8 684.2 228.1 57.087.9 94.7 843.1 191.4 70.325.2 135.6 735.4 201.0 61.3


6/139

68.7 153.0 860.3 260.6 71.783.0 67.0 706.4 224.9 58.978.5 144.3 702.3 177.5 58.5

81.09 100.96 712.1

14924.32 1612.90

5.34 0.43

31.92 !0.61


7/139

AÑO CAUDAL TOTAL

1964 592.31965 713.71966 460.51967 628.71968 644.51969 432.61970 628.11971 490.2

1972 610.81973 869.91974 788.91975 804.41976 371.01977 337.31978 856.31979 620.91980 594.11981 634.91982 891.61983 389.11984 2150.31985 1692.51986 886.41987 564.91988 653.41989 611.71990 657.81991 649.01992 481.51993 845.01994 608.21995 567.41996 584.81997 863.51998 558.51999 649.62000 702.72001 684.22002 843.12003 735.4

0.

500.

1000.

1500.

2000.

2500.

Gra!" #$

PRECIPITACION


8/139

2004 860.32005 706.42006 702.3


9/139

960 1965 1970 1975 1980 1985 1990 1995 2000 200

0

0

0

0

0

S%r&% '&"r&!a *% !a+*a,% ma&m" r&

AÑOS


10/139


11/139

05 2010

AYAVIRI

CAUDAL TOTAL


12/139


13/139

PRE

ESTACION: CO.110761 LATITUD

LLALLY LONGITUDALTITUD

AÑO ENE FEB MAR ABR

1964 83.5 99.5 71.5 35.9

1965 133.0 108.0 209.0 73.5

1966 97.5 148.1 90.5 12.0

1967 65.5 110.5 157.5 35.5

1968 175.3 245.9 93.0 30.0

1969 118.6 73.5 53.5 17.5

1970 202.0 160.2 160.5 51.5

1971 153.0 289.0 70.0 21.5

1972 270.0 171.6 154.5 37.5

1973 256.5 156.0 156.0 62.0

1974 226.6 213.5 142.5 103.0

1975 179.3 136.2 147.5 18.5

1976 221.5 103.0 222.0 28.0

1977 78.8 169.0 136.9 25.0

1978 394.7 158.0 96.9 76.7

1979 169.4 135.6 167.1 66.2

1980 52.3 44.7 147.3 15.8

1981 202.8 161.0 137.7 56.0

1982 164.1 128.1 138.6 57.4

1983 119.7 124.0 98.4 54.2

1984 317.8 221.1 134.4 39.5

1985 198.0 170.2 114.0 110.0

1986 178.9 187.1 166.9 68.5

1987 196.5 129.0 109.0 57.3

1988 171.3 145.0 162.2 78.3

1989 161.5 127.2 131.3 59.8

1990 174.7 151.5 120.7 52.3

1991 150.4 154.0 149.0 51.0

1992 230.8 140.0 107.3 41.8

1993 203.5 57.3 137.6 53.2

1994 208.2 173.3 154.4 75.2

1995 156.5 168.1 131.5 57.1

1996 176.6 163.4 117.3 60.9

1997 258.8 158.8 185.3 83.0

1998 218.6 175.9 90.0 37.6

1999 164 178.6 181 146.1

2000 241.5 184.8 127.7 24.1

2001 266.4 126.3 181.3 47.8

2002 155.9 150.4 132.0 56.0


14/139

2004 207.1 118.8 105.4 50.4

2005 82.7 302.6 112.3 61.7

2006 260.5 142.6 178.6 80.9

PROM 183.66 153.21 135.92 53.37

VAR 4606.04 2514.90 1325.01 725.47

SKE 0.50 0.79 !0.02 1.07

KURTOSIS 1.24 2.16 0.00 2.26


15/139

IPITACION TOTAL MENSUAL (mm.) - COMPLETADO/EXTENDIDO

14"56#13.21% DEPARTAMENTO

70"53#09.59% PROVINCIA3980 DISTRITO

MAY JUN JUL AGO SEP OCT

8.5 0.0 0.0 0.0 11.5 21.5

0.0 0.0 1.0 1.0 4.5 42.5

32.3 0.0 0.0 0.0 14.5 83.1

13.0 0.0 8.0 24.5 34.5 67.5

1.5 8.0 2.6 3.0 4.5 44.5

0.5 1.3 0.0 1.5 24.5 66.5

11.0 0.0 0.0 0.0 16.5 14.0

0.5 0.0 0.0 4.0 0.0 22.0

3.5 0.0 9.0 10.0 12.5 45.0

1.0 0.0 6.0 12.5 46.5 33.5

2.5 18.5 4.0 96.5 12.0 16.5

31.1 0.0 0.0 2.0 15.5 26.0

29.5 12.5 0.5 11.0 55.0 13.0

5.0 2.1 2.5 10.5 62.9 55.5

0.0 0.0 5.2 9.8 31.5 26.9

0.3 0.0 0.2 12.2 4.0 74.7

8.6 0.0 0.8 5.0 31.7 120.8

9.8 3.8 1.0 16.7 27.8 70.0

1.4 4.4 1.0 39.0 38.6 95.0

11.9 8.5 2.3 1.2 24.3 34.0

6.8 7.9 7.1 16.5 8.1 129.4

21.6 11.4 1.0 3.1 35.7 28.0

13.6 1.3 3.2 13.9 44.5 9.8

7.6 12.5 19.7 12.3 9.8 29.4

20.2 1.3 1.0 1.2 12.8 40.0

8.4 3.6 1.9 19.6 15.0 41.4

18.8 46.0 1.0 7.6 20.3 79.9

30.0 54.6 4.7 11.4 17.8 41.4

2.0 12.0 1.0 40.8 11.0 27.5

0.0 11.0 0.1 30.6 15.1 105.4

2.8 0.0 0.0 0.0 5.0 15.9

1.1 0.0 1.3 8.8 13.8 21.8

16.6 0.0 0.0 3.9 9.8 25.1

5.0 0.0 0.0 14.1 39.2 28.0

0.0 1.1 0.0 9.1 5.3 80.2

7.4 1.7 0 1.8 28.7 89.9

18.5 5.1 9 12.4 7.8 115.8

24.2 0.0 3.7 5.2 17.9 0.0

30.2 0.6 16.0 11.0 23.2 115.8


16/139

7.0 4.0 11.0 15.8 26.0 17.9

0.2 0.0 1.4 2.4 6.7 64.7

0.0 8.2 0.0 9.1 10.6 39.9

9.71 5.66 2.96 12.08 20.61 49.70

102.53 122.31 19.61 264.60 212.61 1179.74

1.00 3.36 2.20 3.68 1.02 0.82

!0.17 12.25 5.13 17.31 0.66 !0.37


17/139

PUNO

MELGARLLALLY

NOV DIC TOT MAXIMO ANUAL PROMEDIO

64.5 77.5 473.9 99.5 39.528.3 143.5 744.3 209.0 62.0

110.0 123.5 711.5 148.1 59.39.5 156.5 682.5 157.5 56.9

120.5 83.6 812.4 245.9 67.734.2 94.5 486.1 118.6 40.50.0 183.9 799.6 202.0 66.6

36.5 132.0 728.5 289.0 60.741.0 127.5 882.1 270.0 73.557.6 67.0 854.6 256.5 71.234.5 143.5 1013.6 226.6 84.544.0 126.0 726.1 179.3 60.516.0 71.0 783.0 222.0 65.3

164.2 54.5 766.9 169.0 63.9152.7 152.2 1104.6 394.7 92.189.3 136.5 855.5 169.4 71.379.1 97.1 603.2 147.3 50.367.4 114.8 868.7 202.8 72.4

102.2 100.9 870.6 164.1 72.538.8 111.4 628.5 124.0 52.4

128.2 143.6 1160.2 317.8 96.7200.1 140.4 1033.4 200.1 86.152.6 118.6 858.8 187.1 71.692.6 104.0 779.6 196.5 65.017.8 121.8 772.9 171.3 64.436.0 115.1 720.6 161.5 60.187.8 106.4 866.9 174.7 72.245.9 100.9 811.0 154.0 67.646.2 128.6 788.8 230.8 65.7

153.3 137.3 904.4 203.5 75.475.4 122.2 832.4 208.2 69.443.2 97.9 701.1 168.1 58.441.8 158.0 773.4 176.6 64.582.4 121.8 976.4 258.8 81.473.2 89.8 780.8 218.6 65.121.2 116.1 936.5 181.0 78.0

23 104.4 874.1 241.5 72.80.0 69.2 742.0 266.4 61.8

92.0 104.5 887.6 155.9 74.0


18/139

50.9 172.7 787.0 207.1 65.680.3 102.0 817.0 302.6 68.177.1 151.0 958.5 260.5 79.9

66.05 117.24 810.2

2084.01 814.36

0.99 0.01

0.81 !0.07


19/139

AÑO CAUDAL TOTAL

1964 473.91965 744.31966 711.51967 682.51968 812.41969 486.11970 799.6

1971 728.51972 882.11973 854.61974 1013.61975 726.11976 783.01977 766.91978 1104.61979 855.51980 603.21981 868.71982 870.61983 628.51984 1160.21985 1033.41986 858.81987 779.61988 772.91989 720.61990 866.91991 811.01992 788.81993 904.41994 832.41995 701.11996 773.41997 976.41998 780.81999 936.52000 874.12001 742.02002 887.6

1

1

1

Gra!" #$

PRECIPITACION


20/139

2004 787.02005 817.02006 958.5


21/139

1960 1965 1970 1975 1980 1985 1990 1995 2000 20050.0

200.0

400.0

600.0

800.0

000.0

200.0

400.0

S%r&% '&"r&!a *% !a+*a,% ma&m" r&

AÑOS


22/139


23/139

2010

LLALLI

CAUDAL TOTAL


24/139


25/139

AÑOCAUDAL ANUAL

LLALLI AYAVIRI

1964 473.9 592.31965 744.3 713.71966 711.5 460.51967 682.5 628.71968 812.4 644.51969 486.1 432.61970 799.6 628.11971 728.5 490.21972 882.1 610.81973 854.6 869.9

1974 1013.6 788.91975 726.1 804.41976 783.0 3711977 766.9 337.31978 1104.6 856.31979 855.5 620.91980 603.2 594.121981 868.7 634.91982 870.6 891.61983 628.5 389.1

1984 1160.2 2150.31985 1033.4 1692.51986 858.8 886.41987 779.6 564.91988 772.9 653.41989 720.6 611.71990 866.9 657.81991 811.0 6491992 788.8 481.51993 904.4 845

1994 832.4 608.21995 701.1 567.41996 773.4 584.81997 976.4 863.51998 780.8 558.51999 936.5 649.62000 874.1 702.72001 742.0 684.22002 887.6 843.12003 677.7 735.4

2004 787.0 860.32005 817.0 706.4

CUADRO 4. ANALISIS DE DOBLE MASA D

RIOS AYAV


26/139

CAUDAL ACUMULADO

PROMEDIO LLALLI AYAVIRI

533.1 473.9 592.31262.1 1218.2 13061848.1 1929.7 1766.52503.7 2612.2 2395.23232.15 3424.6 3039.73691.5 3910.7 3472.34405.35 4710.3 4100.45014.7 5438.8 4590.65761.15 6320.9 5201.46623.4 7175.5 6071.3

7524.65 8189.1 6860.28289.9 8915.2 7664.68866.9 9698.2 8035.69419 10465.1 8372.9

10399.45 11569.7 9229.211137.65 12425.2 9850.111736.31 13028.4 10444.2212488.105 13897.1 11079.1213369.19 14767.7 11970.7213878.01 15396.2 12359.82

15533.28 16556.4 14510.1216896.23 17589.8 16202.6217768.84 18448.7 17089.0218441.07 19228.2 17653.9219154.23 20001.1 18307.3219820.385 20721.8 18919.0220582.75 21588.7 19576.8221312.75 22399.7 20225.8221947.89 23188.5 20707.3222822.59 24092.9 21552.32

23542.89 24925.3 22160.5224177.14 25626.4 22727.9224856.24 26399.8 23312.7225776.19 27376.2 24176.2226445.84 28157.0 24734.7227238.89 29093.5 25384.3228027.29 29967.6 26087.0228740.39 30709.6 26771.2229605.74 31597.2 27614.3230312.29 32274.9 28349.72

31135.94 33061.9 29210.0231897.64 33878.9 29916.42

CAUDALES MAXIMOS ANUALES DELOS

IRI Y LALLI

00

500010000

15000

20000

25000

30000

35000

40000

G&'()* 2:

CAUDAL ACUMULADO


27/139

5000 10000 15000 20000 25000 30000 35000

D+',&'-' / */ -'' &//&+* ' &*-/+*

LLALLI AYAVIRI

PROMEDIO DE CAUDAL


28/139

AOS P&/)+P+')+*1 1964 83.52 99.53 71.54 35.9

5 8.5 M/+' A.6 0.0 D/. E7 0.08 0.09 11.5

10 21.511 64.512 77.513 1965 133.014 108.0

15 209.016 73.517 0.018 0.019 1.020 1.021 4.522 42.523 28.324 143.5

25 1966 97.526 148.127 90.528 12.029 32.330 0.031 0.032 0.033 14.534 83.135 110.036 123.537 1967 65.538 110.539 157.540 35.541 13.042 0.043 8.044 24.545 34.546 67.5


29/139

48 156.549 1968 175.350 245.951 93.052 30.053 1.5

54 8.055 2.656 3.057 4.558 44.559 120.560 83.661 1969 118.662 73.563 53.5

64 17.565 0.566 1.367 0.068 1.569 24.570 66.571 34.272 94.573 1970 202.074 160.275 160.576 51.577 11.078 0.079 0.080 0.081 16.582 14.083 0.084 183.985 1971 153.086 289.087 70.088 21.589 0.590 0.091 0.092 4.093 0.094 22.095 36.5


30/139

96 132.097 1972 270.098 171.699 154.5

100 37.5101 3.5

102 0.0103 9.0104 10.0105 12.5106 45.0107 41.0108 127.5109 1973 256.5110 156.0111 156.0

112 62.0113 1.0114 0.0115 6.0116 12.5117 46.5118 33.5119 57.6120 67.0121 1974 226.6122 213.5123 142.5124 103.0125 2.5126 18.5127 4.0128 96.5129 12.0130 16.5131 34.5132 143.5133 1975 179.3134 136.2135 147.5136 18.5137 31.1138 0.0139 0.0140 2.0141 15.5142 26.0143 44.0


31/139

144 126.0145 1976 221.5146 103.0147 222.0148 28.0149 29.5

150 12.5151 0.5152 11.0153 55.0154 13.0155 16.0156 71.0157 1977 78.8158 169.0159 136.9

160 25.0161 5.0162 2.1163 2.5164 10.5165 62.9166 55.5167 164.2168 54.5169 1978 394.7170 158.0171 96.9172 76.7173 0.0174 0.0175 5.2176 9.8177 31.5178 26.9179 152.7180 152.2181 1979 169.4182 135.6183 167.1184 66.2185 0.3186 0.0187 0.2188 12.2189 4.0190 74.7191 89.3


32/139

192 136.5193 1980 52.3194 44.7195 147.3196 15.8197 8.6

198 0.0199 0.8200 5.0201 31.7202 120.8203 79.1204 97.1205 1981 202.8206 161.0207 137.7

208 56.0209 9.8210 3.8211 1.0212 16.7213 27.8214 70.0215 67.4216 114.8217 1982 164.1218 128.1219 138.6220 57.4221 1.4222 4.4223 1.0224 39.0225 38.6226 95.0227 102.2228 100.9229 1983 119.7230 124.0231 98.4232 54.2233 11.9234 8.5235 2.3236 1.2237 24.3238 34.0239 38.8


33/139

240 111.4241 1984 317.8242 221.1243 134.4244 39.5245 6.8

246 7.9247 7.1248 16.5249 8.1250 129.4251 128.2252 143.6253 1985 198.0254 170.2255 114.0

256 110.0257 21.6258 11.4259 1.0260 3.1261 35.7262 28.0263 200.1264 140.4265 1986 178.9266 187.1267 166.9268 68.5269 13.6270 1.3271 3.2272 13.9273 44.5274 9.8275 52.6276 118.6277 1987 196.5278 129.0279 109.0280 57.3281 7.6282 12.5283 19.7284 12.3285 9.8286 29.4287 92.6


34/139

288 104.0289 1988 171.3290 145.0291 162.2292 78.3293 20.2

294 1.3295 1.0296 1.2297 12.8298 40.0299 17.8300 121.8301 1989 161.5302 127.2303 131.3

304 59.8305 8.4306 3.6307 1.9308 19.6309 15.0310 41.4311 36.0312 115.1313 1990 174.7314 151.5315 120.7316 52.3317 18.8318 46.0319 1.0320 7.6321 20.3322 79.9323 87.8324 106.4325 1991 150.4326 154.0327 149.0328 51.0329 30.0330 54.6331 4.7332 11.4333 17.8334 41.4335 45.9


35/139

336 100.9337 1992 230.8338 140.0339 107.3340 41.8341 2.0

342 12.0343 1.0344 40.8345 11.0346 27.5347 46.2348 128.6349 1993 203.5350 57.3351 137.6

352 53.2353 0.0354 11.0355 0.1356 30.6357 15.1358 105.4359 153.3360 137.3361 1994 208.2362 173.3363 154.4364 75.2365 2.8366 0.0367 0.0368 0.0369 5.0370 15.9371 75.4372 122.2373 1995 156.5374 168.1375 131.5376 57.1377 1.1378 0.0379 1.3380 8.8381 13.8382 21.8383 43.2


36/139

384 97.9385 1996 176.6386 163.4387 117.3388 60.9389 16.6

390 0.0391 0.0392 3.9393 9.8394 25.1395 41.8396 158.0397 1997 258.8398 158.8399 185.3

400 83.0401 5.0402 0.0403 0.0404 14.1405 39.2406 28.0407 82.4408 121.8409 1998 218.6410 175.9411 90.0412 37.6413 0.0414 1.1415 0.0416 9.1417 5.3418 80.2419 73.2420 89.8421 1999 164422 178.6423 181424 146.1425 7.4426 1.7427 0428 1.8429 28.7430 89.9431 21.2


37/139

432 116.1433 2000 241.5434 184.8435 127.7436 24.1437 18.5

438 5.1439 9440 12.4441 7.8442 115.8443 23444 104.4445 2001 266.4446 126.3447 181.3

448 47.8449 24.2450 0.0451 3.7452 5.2453 17.9454 0.0455 0.0456 69.2457 2002 155.9458 150.4459 132.0460 56.0461 30.2462 0.6463 16.0464 11.0465 23.2466 115.8467 92.0468 104.5469 2003 153.2470 126.9471 164.7472 24.6473 3.9474 2.0475 0.0476 8.4477 29.4478 17.6479 29.0


38/139

480 118.0481 2004 207.1482 118.8483 105.4484 50.4485 7.0

486 4.0487 11.0488 15.8489 26.0490 17.9491 50.9492 172.7493 2005 82.7494 302.6495 112.3

496 61.7497 0.2498 0.0499 1.4500 2.4501 6.7502 64.7503 80.3504 102.0505 2006 260.5506 142.6507 178.6508 80.9509 0.0510 8.2511 0.0512 9.1513 10.6514 39.9515 77.1516 151.0


39/139

P/&+**1 P/&+**2168 348

62.3 70.069.0 70.5

00.0

50.0

100.0

150.0

200.0

250.0

300.0

350.0

400.0

450.0


40/139


41/139


42/139


43/139


44/139


45/139


46/139


47/139


48/139


49/139


50/139

100 200 30

C'ar T&,%


51/139


52/139


53/139


54/139


55/139


56/139


57/139


58/139


59/139


60/139


61/139

400 500


62/139


63/139


64/139


65/139


66/139


67/139


68/139


69/139


70/139


71/139


72/139

600


73/139


74/139


75/139


76/139


77/139


78/139


79/139


80/139


81/139


82/139


83/139

ANALISIS ESTADISTICO

CONSISTENCIA EN LA MEDIA1&' /&+/ 2' /&+/

N 168 348 62.3 70.0S 69.00 70.5

SP 70.02 514 514S 27.30 2519763.75 0.0939465

TC 0.28205373 TT 1.645

)*);+* :

ES CONSISTENTE EN LA MEDIA

CONSISTENCIA EN LA DESVIACION ESTANDARS1^2/S2^2 APLICAMOS

FC

NO ES CONSISTENTE EN LA DESVIACION ESTANDAR

)*-* TC > TT


84/139

1 1964 130.02 38.23 98.5 4 39.1 M/+' A.

5 50.5 D/. E6 0.07 0.08 94.59 15.5

10 23.511 51.512 51.013 1965 161.914 97.4

15 187.116 27.517 0.018 0.019 0.020 0.021 2.522 11.323 66.524 159.5

25 1966 65.026 87.027 74.028 2.529 16.530 0.031 0.032 0.033 2.034 62.535 65.036 86.037 1967 75.038 75.039 85.540 32.541 9.242 0.043 18.044 14.145 32.046 101.9


85/139

48 150.049 1968 139.750 171.551 105.552 6.553 0.0

54 0.055 10.556 5.057 24.858 21.359 100.960 58.861 1969 118.162 105.663 40.1

64 38.665 0.066 0.067 5.068 0.769 9.070 32.771 50.372 32.573 1970 128.774 72.775 100.476 61.277 26.678 0.079 0.080 0.081 35.882 40.083 20.384 142.485 1971 78.186 178.687 13.988 56.989 0.090 0.091 0.092 3.193 0.094 24.095 28.3


86/139

96 107.397 1972 165.398 108.599 82.4

100 34.2101 1.2

102 0.0103 3.0104 8.6105 17.3106 22.7107 36.8108 130.8109 1973 201.4110 150.5111 134.0

112 76.6113 15.2114 0.0115 0.0116 9.1117 72.6118 65.7119 57.0120 87.8121 1974 178.6122 263.5123 67.0124 42.6125 7.3126 7.0127 0.0128 43.9129 5.4130 34.2131 43.5132 95.9133 1975 133.1134 187.4135 104.7136 37.3137 4.1138 0.0139 0.0140 0.0141 4.9142 87.2143 73.4


87/139

144 172.3145 1976 124.4146 103.2147 54.3148 31.1149 1.8

150 0.0151 0.0152 0.0153 20.4154 2.7155 0.0156 33.1157 1977 18.0158 87.4159 57.5

160 0.0161 0.0162 0.0163 0.0164 0.0165 1.3166 2.6167 52.5168 118.0169 1978 226.1170 192.8171 75.2172 0.0173 0.0174 0.0175 0.0176 12.3177 27.0178 23.9179 145.8180 153.2181 1979 183.3182 56.9183 101.0184 44.3185 6.3186 3.4187 2.3188 8.9189 15.1190 48.2191 58.5


88/139

192 92.7193 1980 132.0194 99.4195 108.5196 15.1197 8.4

198 0.7199 4.8200 6.6201 18.5202 107.6203 22.2204 70.4205 1981 139.3206 116.2207 96.9

208 41.9209 6.4210 3.5211 2.3212 7.8213 15.4214 50.6215 59.8216 94.8217 1982 141.6218 23.3219 163.0220 93.9221 0.0222 0.0223 0.0224 39.5225 35.0226 117.7227 220.5228 57.1229 1983 43.0230 53.2231 72.8232 70.5233 0.4234 2.1235 0.0236 0.0237 7.0238 17.4239 43.4


89/139

240 79.3241 1984 248.1242 160.3243 152.1244 21.0245 16.6

246 3.4247 0.0248 18.8249 0.0250 539.5251 811.3252 179.2253 1985 721.9254 150.2255 190.1

256 158.1257 8.2258 40.5259 0.0260 0.0261 24.3262 96.5263 117.1264 185.6265 1986 194.5266 172.3267 159.7268 110.4269 16.8270 0.0271 0.0272 2.3273 24.0274 4.4275 38.9276 163.1277 1987 180.2278 70.1279 58.1280 41.3281 4.7282 4.8283 20.4284 3.3285 2.0286 30.5287 72.8


90/139

288 76.7289 1988 158.9290 87.9291 157.1292 78.6293 13.7

294 0.0295 0.0296 0.0297 16.2298 46.7299 2.5300 91.8301 1989 158.5302 75.7303 99.0

304 56.2305 3.7306 2.9307 0.1308 31.6309 22.8310 47.6311 37.0312 76.6313 1990 190.2314 111.1315 38.6316 32.4317 3.8318 33.4319 0.0320 3.5321 4.1322 87.1323 71.7324 81.9325 1991 163.5326 95.9327 109.8328 27.6329 29.6330 35.8331 0.6332 2.9333 13.6334 51.1335 33.2


91/139

336 85.4337 1992 109.8338 79.5339 45.3340 27.4341 0.0

342 10.2343 0.0344 49.0345 1.1346 54.4347 61.0348 43.8349 1993 206.6350 68.0351 120.0

352 26.6353 0.3354 10.8355 0.3356 23.7357 50.8358 84.1359 175.0360 78.8361 1994 113.5362 81.9363 144.6364 69.9365 4.7366 0.0367 0.0368 7.5369 4.1370 16.7371 65.5372 99.8373 1995 96.3374 98.4375 132.5376 44.9377 0.5378 0.0379 0.0380 0.0381 5.1382 15.1383 70.5


92/139

384 104.1385 1996 181.6386 123.6387 61.0388 19.8389 6.2

390 0.0391 0.0392 4.1393 5.3394 21.1395 61.1396 101.0397 1997 139.0398 194.9399 174.0

400 8.4401 1.4402 0.0403 0.0404 14.7405 20.9406 67.0407 135.8408 107.4409 1998 106.5410 90.1411 115.2412 26.6413 0.0414 0.5415 0.0416 1.9417 0.5418 54.3419 96.9420 66.0421 1999 92.8422 156.3423 129.7424 111.6425 7426 0427 0428 0429 22.6430 43.2431 31.5


93/139

432 54.9433 2000 136.8434 224.6435 108.6436 5.9437 6.2

438 1.6439 4.1440 7.1441 2.5442 119.8443 8.6444 76.9445 2001 228.1446 111.2447 99.9

448 39.0449 22.7450 2.9451 1.3452 10.8453 11.3454 34.8455 21.4456 100.8457 2002 162.6458 191.4459 68.0460 60.6461 21.5462 5.2463 12.4464 11.2465 21.3466 106.3467 87.9468 94.7469 2003 201.0470 103.2471 163.2472 42.7473 9.6474 0.0475 0.0476 10.5477 15.1478 29.3479 25.2


94/139

480 135.6481 2004 260.6482 151.4483 86.6484 40.2485 3.9

486 0.8487 4.3488 15.4489 50.9490 24.5491 68.7492 153.0493 2005 70.6494 224.9495 130.2

496 26.3497 0.3498 0.0499 0.0500 4.5501 4.8502 94.8503 83.0504 67.0505 2006 177.5506 65.9507 105.6508 44.5509 0.0510 0.6511 0.0512 2.1513 2.8514 80.5515 78.5516 144.3


95/139

P/&+**1 P/&+**2250 266

54.1 64.3

65.3 86.3

200.0

300.0

400.0

500.0

600.0

700.0

800.0

900.0


96/139

0 1000.0


97/139


98/139


99/139


100/139


101/139


102/139


103/139


104/139


105/139


106/139

C'ar T&,%


107/139

200 300


108/139


109/139


110/139


111/139


112/139


113/139


114/139


115/139


116/139


117/139


118/139

400 500


119/139


120/139


121/139


122/139


123/139


124/139


125/139


126/139


127/139


128/139


129/139

600


130/139


131/139


132/139


133/139


134/139


135/139


136/139


137/139


138/139


139/139

ANALISIS ESTADISTICO

CONSISTENCIA EN LA MEDIA

1&' /&+/ 2' /&+/N 250 266 54.1 64.3S 65.30 86.3

SP 76.85 3035396.26 514S 29.54 0.08808745 514

TC 0.34533780 !0.3453378 TT 1.645

)*);+* :

ES CONSISTENTE EN LA MEDIA

CONSISTENCIA EN LA DESVIACION ESTANDARS1^2/S2^2 APLICAMOS

FT 1 3

)*-* TC > TT

trabajo analisis dde consistencia llalli - ayaviri

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