Estaciones Caudal

8/15/2019 Estaciones Caudal

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ESTAAÑO ENERO FEBRERO MARZO ABRIL MAYO

1980 8.070 13.490 15.470 9.880 3.9201981 8.260 44.160 30.720 9.960 5.040

1982 18.880 33.040 18.060 15.870 7.0801983 11.980 9.570 14.500 11.240 6.2101984 8.310 33.680 39.300 26.240 8.9701985 12.860 22.500 29.870 17.540 8.9401986 30.160 41.660 38.390 28.670 17.8801987 17.240 24.950 13.280 8.020 5.9001988 25.940 29.780 19.460 21.080 8.1501989 20.390 34.990 36.410 23.560 9.4101990 8.270 8.020 9.760 5.990 4.3801991 13.110 13.180 32.800 12.810 7.090

1992 6.020 4.670 9.100 6.010 3.9801993 7.460 17.840 0.000 14.690 0.0001994 18.830 33.780 29.710 21.670 12.2401995 8.380 6.580 14.700 6.820 2.9401996 4.050 12.920 10.800 9.400 4.4701997 7.230 18.750 8.790 3.540 3.8001998 5.640 12.950 13.600 12.460 5.5201999 3.920 16.980 13.280 13.140 5.8502000 19.170 28.580 28.460 17.770 6.4902001 21.040 19.410 36.870 11.310 4.0402002 6.160 16.450 19.190 13.870 7.1002003 14.040 19.890 33.890 13.230 8.4202004 7.330 11.010 8.720 6.100 7.0902005 7.600 6.280 7.870 5.920 13.840


1980 6.559 9.848 11.049 7.657 4.0411981 6.674 28.459 20.303 7.706 4.720

1982 13.119 21.711 12.621 11.292 5.9581983 8.932 7.469 10.461 8.483 5.4301984 6.705 22.099 25.510 17.585 7.1051985 9.466 15.315 19.787 12.305 7.0871986 19.963 26.942 24.957 19.059 12.5121987 12.123 24.950 13.280 8.020 5.9001988 25.940 29.780 19.460 21.080 8.1501989 20.390 34.990 36.410 23.560 9.410


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1990 8.270 8.020 9.760 5.990 4.3801991 13.110 13.180 32.800 12.810 7.0901992 6.020 4.670 9.100 6.010 3.9801993 7.460 17.840 0.000 14.690 0.0001994 18.830 33.780 29.710 21.670 12.2401995 8.380 6.580 14.700 6.820 2.940

1996 4.050 12.920 10.800 9.400 4.4701997 7.230 18.750 8.790 3.540 3.8001998 5.640 12.950 13.600 12.460 5.5201999 3.920 16.980 13.280 13.140 5.8502000 19.170 28.580 28.460 17.770 6.4902001 21.040 19.410 36.870 11.310 4.0402002 6.160 16.450 19.190 13.870 7.1002003 14.040 19.890 33.890 13.230 8.4202004 7.330 11.010 8.720 6.100 7.0902005 7.600 6.280 7.870 5.920 13.840


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ION PACHACAYO JUNIO JULIO AGOSTO SEPTIEMBRE OTUBRE NO!IEMBRE

2.690 2.710 2.310 2.310 8.270 7.0403.060 2.460 2.630 2.550 3.620 5.070

4.630 4.040 3.470 3.560 5.670 12.1003.820 2.840 2.600 3.150 3.460 4.1905.340 3.180 2.750 2.910 4.530 6.6405.780 3.650 2.850 3.680 3.710 4.1904.470 2.480 2.200 4.720 4.510 5.3504.180 3.980 3.240 3.570 4.660 7.8204.430 3.110 2.550 3.060 3.620 3.7805.390 4.020 2.980 2.580 5.250 5.9203.820 2.620 2.520 3.470 5.460 10.0604.720 2.640 1.550 3.190 4.190 4.810

2.960 2.060 1.860 4.660 4.870 4.6806.470 5.780 2.930 0.650 2.850 7.4505.710 1.790 0.880 1.970 1.880 1.7702.200 6.310 7.520 6.700 3.200 4.6203.850 2.320 6.300 9.320 7.230 5.5903.410 2.250 5.470 6.220 3.550 3.5902.230 3.070 4.720 8.990 6.200 4.6904.250 2.540 2.650 2.860 3.660 4.1703.070 2.550 3.520 6.180 4.840 4.3402.860 2.200 1.980 2.650 0.000 0.0004.780 4.030 3.640 3.730 4.690 6.2207.460 4.780 5.540 3.930 4.310 9.6009.670 8.580 4.650 3.540 5.000 7.0308.740 7.510 4.130 2.890 3.630 3.690

ION PACHACAYO JUNIO JULIO AGOSTO SEPTIEMBRE OTUBRE NO!IEMBRE

3.294 3.307 3.064 3.064 6.680 5.9343.519 3.155 3.258 3.209 3.859 4.739

4.472 4.114 3.768 3.822 5.103 9.0043.980 3.385 3.240 3.574 3.762 4.2054.902 3.592 3.331 3.428 4.411 5.6915.169 3.877 3.392 3.895 3.913 4.2054.375 3.167 2.997 4.526 4.399 4.9094.180 3.980 3.240 3.570 4.660 7.8204.430 3.110 2.550 3.060 3.620 3.7805.390 4.020 2.980 2.580 5.250 5.920


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3.820 2.620 2.520 3.470 5.460 10.0604.720 2.640 1.550 3.190 4.190 4.8102.960 2.060 1.860 4.660 4.870 4.6806.470 5.780 2.930 0.650 2.850 7.4505.710 1.790 0.880 1.970 1.880 1.7702.200 6.310 7.520 6.700 3.200 4.620

3.850 2.320 6.300 9.320 7.230 5.5903.410 2.250 5.470 6.220 3.550 3.5902.230 3.070 4.720 8.990 6.200 4.6904.250 2.540 2.650 2.860 3.660 4.1703.070 2.550 3.520 6.180 4.840 4.3402.860 2.200 1.980 2.650 0.000 0.0004.780 4.030 3.640 3.730 4.690 6.2207.460 4.780 5.540 3.930 4.310 9.6009.670 8.580 4.650 3.540 5.000 7.0308.740 7.510 4.130 2.890 3.630 3.690


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15/371

"IIEMBRE ANUAL n1 n2 x1

8.140 84.300 85.00 227.00 10.677.020 124.550

14.240 140.6405.720 79.280

13.120 154.9706.400 121.970 PRUEVA DE MEDIAS3.850 184.340 alfa= 0.05

10.170 107.010 gl 310.004.520 129.480 sp= 11.983.830 154.730 sd= 1.523162259.350 73.720 ! 1.66"193695.610 105.700 5.97

5.850 56.72015.050 81.1702.800 133.030

CON LOS DATOS OBTEN4.050 74.0203.460 79.7104.390 70.9903.720 83.7905.220 78.5205.610 130.5806.760 109.120

10.830 100.6908.450 133.5407.820 86.5403.670 75.770

"IIEMBRE ANUAL

6.602 71.0995.922 95.523

10.303 105.2875.133 68.0539.623 113.9825.546 93.9583.998 131.804

10.170 101.8934.520 129.4803.830 154.730

150

200

250


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9.350 73.7205.610 105.7005.850 56.720

15.050 81.1702.800 133.0304.050 74.020

3.460 79.7104.390 70.9903.720 83.7905.220 78.5205.610 130.5806.760 109.120

10.830 100.6908.450 133.5407.820 86.5403.670 75.770

28900

29200

29500

29800

30100

30"00

30700

31000

3130

3

0

50

100


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22/371

x2 s1 s2

8.1" 16.31 9.90

PRUEVA DE VARIA#$A

alfa 0.05

gln 8".00

gld 226.00

f! 2.71583"51

f 1.97

DOS COMENSAMOS A CORREGIR

"ATOS ORREGI"OS


23/371

1600

31900

32200

32500

32800

33100

33"00

33700

3"000

3"300

3"600

3"900

35200

35500

35800

36100

36"00

36700

37000

37300

37600

37


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29/371

%an&80 8.070'()&80 13.490Ma*&80 15.470Ap*&80 9.880

Ma+&80 3.920 %,n&80 2.690 %,l&80 2.710

A,g&80 2.310S(p&80 2.310-!&80 8.270#/&80 7.040D(!&80 8.140 %an&81 8.260'()&81 44.160

Ma*&81 30.720Ap*&81 9.960Ma+&81 5.040 %,n&81 3.060 %,l&81 2.460

A,g&81 2.630S(p&81 2.550-!&81 3.620#/&81 5.070D(!&81 7.020 %an&82 18.880'()&82 33.040Ma*&82 18.060Ap*&82 15.870

Ma+&82 7.080 %,n&82 4.630 %,l&82 4.040

A,g&82 3.470S(p&82 3.560-!&82 5.670#/&82 12.100D(!&82 14.240 %an&83 11.980'()&83 9.570Ma*&83 14.500Ap*&83 11.240

Ma+&83 6.210 %,n&83 3.820 %,l&83 2.840


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A,g&83 2.600S(p&83 3.150-!&83 3.460#/&83 4.190D(!&83 5.720 %an&8" 8.310

'()&8" 33.680Ma*&8" 39.300Ap*&8" 26.240

Ma+&8" 8.970 %,n&8" 5.340 %,l&8" 3.180

A,g&8" 2.750S(p&8" 2.910-!&8" 4.530#/&8" 6.640

D(!&8" 13.120 %an&85 12.860'()&85 22.500Ma*&85 29.870Ap*&85 17.540

Ma+&85 8.940 %,n&85 5.780 %,l&85 3.650

A,g&85 2.850S(p&85 3.680-!&85 3.710#/&85 4.190D(!&85 6.400 %an&86 30.160'()&86 41.660Ma*&86 38.390Ap*&86 28.670

Ma+&86 17.880 %,n&86 4.470 %,l&86 2.480

A,g&86 2.200S(p&86 4.720-!&86 4.510#/&86 5.350D(!&86 3.850 %an&87 17.240'()&87 24.950Ma*&87 13.280Ap*&87 8.020

00

38200

38500

38800


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Ma+&87 5.900 %,n&87 4.180 %,l&87 3.980

A,g&87 3.240S(p&87 3.570-!&87 4.660

#/&87 7.820D(!&87 10.170 %an&88 25.940'()&88 29.780Ma*&88 19.460Ap*&88 21.080

Ma+&88 8.150 %,n&88 4.430 %,l&88 3.110

A,g&88 2.550

S(p&88 3.060-!&88 3.620#/&88 3.780D(!&88 4.520 %an&89 20.390'()&89 34.990Ma*&89 36.410Ap*&89 23.560

Ma+&89 9.410 %,n&89 5.390 %,l&89 4.020

A,g&89 2.980S(p&89 2.580-!&89 5.250#/&89 5.920D(!&89 3.830 %an&90 8.270'()&90 8.020Ma*&90 9.760Ap*&90 5.990

Ma+&90 4.380 %,n&90 3.820 %,l&90 2.620

A,g&90 2.520S(p&90 3.470-!&90 5.460#/&90 10.060D(!&90 9.350 %an&91 13.110


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'()&91 13.180Ma*&91 32.800Ap*&91 12.810

Ma+&91 7.090 %,n&91 4.720 %,l&91 2.640

A,g&91 1.550S(p&91 3.190-!&91 4.190#/&91 4.810D(!&91 5.610 %an&92 6.020'()&92 4.670Ma*&92 9.100Ap*&92 6.010

Ma+&92 3.980

%,n&92 2.960 %,l&92 2.060A,g&92 1.860S(p&92 4.660-!&92 4.870#/&92 4.680D(!&92 5.850 %an&93 7.460'()&93 17.840Ma*&93 0.000Ap*&93 14.690

Ma+&93 0.000 %,n&93 6.470 %,l&93 5.780

A,g&93 2.930S(p&93 0.650-!&93 2.850#/&93 7.450D(!&93 15.050 %an&9" 18.830'()&9" 33.780Ma*&9" 29.710Ap*&9" 21.670

Ma+&9" 12.240 %,n&9" 5.710 %,l&9" 1.790

A,g&9" 0.880S(p&9" 1.970-!&9" 1.880


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#/&9" 1.770D(!&9" 2.800 %an&95 8.380'()&95 6.580Ma*&95 14.700Ap*&95 6.820

Ma+&95 2.940 %,n&95 2.200 %,l&95 6.310

A,g&95 7.520S(p&95 6.700-!&95 3.200#/&95 4.620D(!&95 4.050 %an&96 4.050'()&96 12.920

Ma*&96 10.800Ap*&96 9.400Ma+&96 4.470 %,n&96 3.850 %,l&96 2.320

A,g&96 6.300S(p&96 9.320-!&96 7.230#/&96 5.590D(!&96 3.460 %an&97 7.230'()&97 18.750Ma*&97 8.790Ap*&97 3.540

Ma+&97 3.800 %,n&97 3.410 %,l&97 2.250

A,g&97 5.470S(p&97 6.220-!&97 3.550#/&97 3.590D(!&97 4.390 %an&98 5.640'()&98 12.950Ma*&98 13.600Ap*&98 12.460

Ma+&98 5.520 %,n&98 2.230 %,l&98 3.070


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A,g&98 4.720S(p&98 8.990-!&98 6.200#/&98 4.690D(!&98 3.720 %an&99 3.920

'()&99 16.980Ma*&99 13.280Ap*&99 13.140

Ma+&99 5.850 %,n&99 4.250 %,l&99 2.540

A,g&99 2.650S(p&99 2.860-!&99 3.660#/&99 4.170

D(!&99 5.220 %an&00 19.170'()&00 28.580Ma*&00 28.460Ap*&00 17.770

Ma+&00 6.490 %,n&00 3.070 %,l&00 2.550

A,g&00 3.520S(p&00 6.180-!&00 4.840#/&00 4.340D(!&00 5.610 %an&01 21.040'()&01 19.410Ma*&01 36.870Ap*&01 11.310

Ma+&01 4.040 %,n&01 2.860 %,l&01 2.200

A,g&01 1.980S(p&01 2.650-!&01 0.000#/&01 0.000D(!&01 6.760 %an&02 6.160'()&02 16.450Ma*&02 19.190Ap*&02 13.870


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Ma+&02 7.100 %,n&02 4.780 %,l&02 4.030

A,g&02 3.640S(p&02 3.730-!&02 4.690

#/&02 6.220D(!&02 10.830 %an&03 14.040'()&03 19.890Ma*&03 33.890Ap*&03 13.230

Ma+&03 8.420 %,n&03 7.460 %,l&03 4.780

A,g&03 5.540

S(p&03 3.930-!&03 4.310#/&03 9.600D(!&03 8.450 %an&0" 7.330'()&0" 11.010Ma*&0" 8.720Ap*&0" 6.100

Ma+&0" 7.090 %,n&0" 9.670 %,l&0" 8.580

A,g&0" 4.650S(p&0" 3.540-!&0" 5.000#/&0" 7.030D(!&0" 7.820 %an&05 7.600'()&05 6.280Ma*&05 7.870Ap*&05 5.920

Ma+&05 13.840 %,n&05 8.740 %,l&05 7.510

A,g&05 4.130S(p&05 2.890-!&05 3.630#/&05 3.690D(!&05 3.670


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65.12 6.56

181.98 9.85

239.32 11.05

97.61 7.66

15.37 ".0"7.2" 3.29

7.3" 3.31

5.3" 3.06

5.3" 3.06

68.39 6.68

"9.56 5.93

66.26 6.60

68.23 6.67

1950.11 28."6

9"3.72 20.3099.20 7.71

25."0 ".72

9.36 3.52

6.05 3.15

6.92 3.26

6.50 3.21

13.10 3.86

25.70 ".7"

"9.28 5.92

356."5 13.12

1091.6" 21.71

326.16 12.62

251.86 11.29

50.13 5.96

21."" "."7

16.32 ".11

12.0" 3.77

12.67 3.82

32.15 5.10

1"6."1 9.00

202.78 10.30

1"3.52 8.93

91.58 7."7

210.25 10."6

126.3" 8."8

38.56 5."3

1".59 3.98

8.07 3.39


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6.76 3.2"

9.92 3.57

11.97 3.76

17.56 ".20

32.72 5.13

69.06 6.70

113".3" 22.1015""."9 25.51

688.5" 17.58

80."6 7.11

28.52 ".90

10.11 3.59

7.56 3.33

8."7 3."3

20.52 "."1

"".09 5.69

172.13 9.62165.38 9."7

506.25 15.32

892.22 19.79

307.65 12.31

79.92 7.09

33."1 5.17

13.32 3.88

8.12 3.39

13.5" 3.90

13.76 3.91

17.56 ".20

"0.96 5.55

909.63 19.96

1735.56 26.9"

1"73.79 2".96

821.97 19.06

319.69 12.51

19.98 ".37

6.15 3.17

".8" 3.00

22.28 ".53

20.3" "."0

28.62 ".91

1".82 ".00

297.22 12.12

622.50 2".95

176.36 13.28

6".32 8.02


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3".81 5.90

17."7 ".18

15.8" 3.98

10.50 3.2"

12.7" 3.57

21.72 ".66

61.15 7.82103."3 10.17

672.88 25.9"

886.85 29.78

378.69 19."6

""".37 21.08

66."2 8.15

19.62 "."3

9.67 3.11

6.50 2.55

9.36 3.0613.10 3.62

1".29 3.78

20."3 ".52

"15.75 20.39

122".30 3".99

1325.69 36."1

555.07 23.56

88.55 9."1

29.05 5.39

16.16 ".02

8.88 2.98

6.66 2.58

27.56 5.25

35.05 5.92

1".67 3.83

68.39 8.27

6".32 8.02

95.26 9.76

35.88 5.99

19.18 ".38

1".59 3.82

6.86 2.62

6.35 2.52

12.0" 3."7

29.81 5."6

101.20 10.06

87."2 9.35

171.87 13.11


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173.71 13.18

1075.8" 32.80

16".10 12.81

50.27 7.09

22.28 ".72

6.97 2.6"

2."0 1.5510.18 3.19

17.56 ".19

23.1" ".81

31."7 5.61

36.2" 6.02

21.81 ".67

82.81 9.10

36.12 6.01

15.8" 3.98

8.76 2.96".2" 2.06

3."6 1.86

21.72 ".66

23.72 ".87

21.90 ".68

3".22 5.85

55.65 7."6

318.27 17.8"

0.00 0.00

215.80 1".69

0.00 0.00

"1.86 6."7

33."1 5.78

8.58 2.93

0."2 0.65

8.12 2.85

55.50 7."5

226.50 15.05

35".57 18.83

11"1.09 33.78

882.68 29.71

"69.59 21.67

1"9.82 12.2"

32.60 5.71

3.20 1.79

0.77 0.88

3.88 1.97

3.53 1.88


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3.13 1.77

7.8" 2.80

70.22 8.38

"3.30 6.58

216.09 1".70

"6.51 6.82

8.6" 2.9"".8" 2.20

39.82 6.31

56.55 7.52

"".89 6.70

10.2" 3.20

21.3" ".62

16."0 ".05

16."0 ".05

166.93 12.92

116.6" 10.8088.36 9."0

19.98 "."7

1".82 3.85

5.38 2.32

39.69 6.30

86.86 9.32

52.27 7.23

31.25 5.59

11.97 3."6

52.27 7.23

351.56 18.75

77.26 8.79

12.53 3.5"

1"."" 3.80

11.63 3."1

5.06 2.25

29.92 5."7

38.69 6.22

12.60 3.55

12.89 3.59

19.27 ".39

31.81 5.6"

167.70 12.95

18".96 13.60

155.25 12."6

30."7 5.52

".97 2.23

9."2 3.07


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22.28 ".72

80.82 8.99

38."" 6.20

22.00 ".69

13.8" 3.72

15.37 3.92

288.32 16.98176.36 13.28

172.66 13.1"

3".22 5.85

18.06 ".25

6."5 2.5"

7.02 2.65

8.18 2.86

13."0 3.66

17.39 ".17

27.25 5.22367."9 19.17

816.82 28.58

809.97 28."6

315.77 17.77

"2.12 6."9

9."2 3.07

6.50 2.55

12.39 3.52

38.19 6.18

23."3 ".8"

18.8" ".3"

31."7 5.61

""2.68 21.0"

376.75 19."1

1359."0 36.87

127.92 11.31

16.32 ".0"

8.18 2.86

".8" 2.20

3.92 1.98

7.02 2.65

0.00 0.00

0.00 0.00

"5.70 6.76

37.95 6.16

270.60 16."5

368.26 19.19

192.38 13.87


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50."1 7.10

22.85 ".78

16.2" ".03

13.25 3.6"

13.91 3.73

22.00 ".69

38.69 6.22117.29 10.83

197.12 1".0"

395.61 19.89

11"8.53 33.89

175.03 13.23

70.90 8."2

55.65 7."6

22.85 ".78

30.69 5.5"

15."" 3.9318.58 ".31

92.16 9.60

71."0 8."5

53.73 7.33

121.22 11.01

76.0" 8.72

37.21 6.10

50.27 7.09

93.51 9.67

73.62 8.58

21.62 ".65

12.53 3.5"

25.00 5.00

"9."2 7.03

61.15 7.82

57.76 7.60

39."" 6.28

61.9" 7.87

35.05 5.92

191.55 13.8"

76.39 8.7"

56."0 7.51

17.06 ".13

8.35 2.89

13.18 3.63

13.62 3.69

13."7 3.67


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EAÑO ENERO FEBRERO MARZO ABRIL MAYO

1980 14.630 7.690 14.800 9.590 25.3401981 8.190 9.340 53.880 19.550 23.730

1982 14.900 81.010 34.790 33.370 31.9001983 17.430 14.990 13.070 21.460 31.1401984 4.290 2.220 22.390 30.160 19.8901985 23.440 11.240 1.170 0.870 19.0001986 0.870 1.450 78.530 62.350 31.3001987 3.450 0.910 6.390 31.020 32.3101988 10.530 21.680 28.650 35.520 16.9001989 6.760 5.750 55.420 7.930 28.6701990 8.270 8.000 9.390 4.880 8.2501991 0.900 4.770 17.000 4.500 10.650

1992 10.270 0.670 0.740 0.740 4.3601993 0.740 0.740 0.740 0.740 0.7401994 47.400 134.610 84.520 52.770 25.7801995 1.890 0.980 0.980 0.980 7.7001996 0.000 0.010 0.060 0.060 0.0601997 0.120 0.000 0.120 0.120 3.0301998 0.000 0.000 0.000 25.280 2.6501999 0.210 0.210 0.210 26.050 10.2102000 0.060 0.050 38.790 34.720 9.520

AÑO ENERO FEBRERO MARZO ABRIL MAYO

1980 4.230 #3.948 4.430 #1.709 16.8511981 #3.359 #2.004 50.482 10.028 14.9541982 4.548 82.452 27.987 26.313 24.5811983 7.530 4.654 2.392 12.279 23.6861984 #7.955 #10.394 13.375 22.531 10.4291985 14.612 0.235 #11.631 #11.985 9.3801986 #11.985 #11.301 79.530 60.464 23.8741987 #8.944 #11.938 #5.480 23.544 25.0641988 #0.601 12.538 20.751 28.847 6.905

1989 #5.044 #6.234 52.297 #3.665 20.7751990 8.270 8.000 9.390 4.880 8.2501991 0.900 4.770 17.000 4.500 10.6501992 10.270 0.670 0.740 0.740 4.3601993 0.740 0.740 0.740 0.740 0.7401994 47.400 134.610 84.520 52.770 25.7801995 1.890 0.980 0.980 0.980 7.7001996 0.000 0.010 0.060 0.060 0.060


44/371

1997 0.120 0.000 0.120 0.120 3.0301998 0.000 0.000 0.000 25.280 2.6501999 0.210 0.210 0.210 26.050 10.2102000 0.060 0.050 38.790 34.720 9.520


45/371


46/371


47/371


48/371


49/371

TACION JUNIN JUNIO JULIO AGOSTO SEPTIEMBRE OTUBRE NO!IEMBRE

21.790 32.880 26.730 22.600 11.070 10.13015.500 34.500 21.850 36.290 17.170 12.030

25.300 49.700 47.740 33.560 23.230 8.66034.490 50.910 36.400 46.200 32.400 21.61038.440 24.290 34.390 32.600 32.220 31.16029.700 44.900 36.100 33.300 20.100 21.60064.230 40.500 17.000 29.700 38.990 29.12021.440 29.360 27.670 30.280 27.040 16.74042.160 43.770 32.280 23.800 15.900 16.22037.310 43.750 44.270 40.410 32.520 31.8304.520 17.580 28.730 21.720 10.400 2.550

14.000 29.400 29.400 29.400 29.820 20.220

9.670 15.430 11.610 10.940 1.060 5.43018.100 26.700 32.490 27.550 8.570 0.83044.970 37.970 46.820 45.950 30.520 23.89023.770 26.240 33.230 22.340 17.510 14.68017.730 23.160 26.610 30.920 24.710 18.75015.090 19.070 24.700 21.590 25.800 9.63024.810 30.390 39.810 33.700 20.090 23.07012.940 19.420 34.090 34.250 28.920 43.22014.830 24.580 31.490 36.630 21.640 36.850

JUNIO JULIO AGOSTO SEPTIEMBRE OTUBRE NO!IEMBRE

12.668 25.736 18.489 13.622 0.035 #1.0735.255 27.645 12.738 29.754 7.223 1.166

16.804 45.557 43.247 26.537 14.364 #2.80527.633 46.983 29.884 41.432 25.170 12.45532.288 15.614 27.515 25.406 24.958 23.70921.989 39.900 29.530 26.231 10.676 12.44462.679 34.715 7.023 21.989 32.936 21.30512.255 21.588 19.597 22.672 18.854 6.71736.672 38.569 25.029 15.036 5.727 6.104

30.956 38.545 39.158 34.609 25.312 24.4994.520 17.580 28.730 21.720 10.400 2.550

14.000 29.400 29.400 29.400 29.820 20.2209.670 15.430 11.610 10.940 1.060 5.430

18.100 26.700 32.490 27.550 8.570 0.83044.970 37.970 46.820 45.950 30.520 23.89023.770 26.240 33.230 22.340 17.510 14.68017.730 23.160 26.610 30.920 24.710 18.750


50/371

15.090 19.070 24.700 21.590 25.800 9.63024.810 30.390 39.810 33.700 20.090 23.07012.940 19.420 34.090 34.250 28.920 43.22014.830 24.580 31.490 36.630 21.640 36.850


51/371


52/371


53/371


54/371


55/371

"IIEMBRE ANUAL

8.570 205.820 n1 n2 x128.520 280.550 120.00 132.00 25.69

11.880 396.04011.350 331.45024.150 296.20017.940 259.36022.510 416.550 PRUEVA DE MEDIAS11.480 238.090 alfa= 0.0525.660 313.070 gl 250.0011.000 345.620 sp= 16.8010.830 135.120 sd= 2.118"18324.450 214.510 ! 3.97786"2

4.650 75.570 1.970.970 118.91022.870 598.07012.510 162.810

CON LOS DATOS OBTEN6.920 148.99010.640 129.91020.630 220.4309.160 218.8906.320 255.480

"IIEMBRE ANUAL

#2.911 86.42020.598 174.4820.990 310.5760.365 234.463

15.449 192.9248.131 149.512

13.516 334.7450.518 124.447

17.228 212.804

#0.047 251.16110.830 135.12024.450 214.5104.650 75.5700.970 118.910

22.870 598.07012.510 162.8106.920 148.990

50

100

150

200

250


56/371

10.640 129.91020.630 220.4309.160 218.8906.320 255.480 28900

29200

29500

29800

30100

30"00

30700

310

0


57/371


58/371


59/371


60/371


61/371

x2 s1 s2

17.26 15.31 18.0"

PRUEVA DE VARIA#$A

alfa 0.05

gln 119.00

gld 131.00

f! 1.38863135

f 1."3



62/371

00

31300

31600

31900

32200

32500

32800

33100

33"00

33700

3"000

3"300

3"600

3"900

35200

35500

35


63/371


64/371


65/371


66/371


67/371

'EA PREIPIA

%an&80 14.630'()&80 7.690Ma*&80 14.800Ap*&80 9.590

Ma+&80 25.340 %,n&80 21.790 %,l&80 32.880

A,g&80 26.730S(p&80 22.600-!&80 11.070

#/&80 10.130D(!&80 8.570 %an&81 8.190'()&81 9.340Ma*&81 53.880Ap*&81 19.550

Ma+&81 23.730 %,n&81 15.500 %,l&81 34.500

A,g&81 21.850S(p&81 36.290-!&81 17.170#/&81 12.030D(!&81 28.520 %an&82 14.900'()&82 81.010Ma*&82 34.790Ap*&82 33.370

Ma+&82 31.900 %,n&82 25.300 %,l&82 49.700

A,g&82 47.740S(p&82 33.560-!&82 23.230#/&82 8.660D(!&82 11.880 %an&83 17.430'()&83 14.990Ma*&83 13.070

l,n A'


68/371

Ap*&83 21.460Ma+&83 31.140 %,n&83 34.490 %,l&83 50.910

A,g&83 36.400S(p&83 46.200

-!&83 32.400#/&83 21.610D(!&83 11.350 %an&8" 4.290'()&8" 2.220Ma*&8" 22.390Ap*&8" 30.160

Ma+&8" 19.890 %,n&8" 38.440 %,l&8" 24.290

A,g&8" 34.390S(p&8" 32.600-!&8" 32.220#/&8" 31.160D(!&8" 24.150 %an&85 23.440'()&85 11.240Ma*&85 1.170Ap*&85 0.870

Ma+&85 19.000 %,n&85 29.700 %,l&85 44.900

A,g&85 36.100S(p&85 33.300-!&85 20.100#/&85 21.600D(!&85 17.940 %an&86 0.870'()&86 1.450Ma*&86 78.530Ap*&86 62.350

Ma+&86 31.300 %,n&86 64.230 %,l&86 40.500

A,g&86 17.000S(p&86 29.700-!&86 38.990#/&86 29.120D(!&86 22.510

00

36100

36"00

36700

37000

37300


69/371

%an&87 3.450'()&87 0.910Ma*&87 6.390Ap*&87 31.020

Ma+&87 32.310 %,n&87 21.440

%,l&87 29.360A,g&87 27.670S(p&87 30.280-!&87 27.040#/&87 16.740D(!&87 11.480 %an&88 10.530'()&88 21.680Ma*&88 28.650Ap*&88 35.520

Ma+&88 16.900 %,n&88 42.160 %,l&88 43.770

A,g&88 32.280S(p&88 23.800-!&88 15.900#/&88 16.220D(!&88 25.660 %an&89 6.760'()&89 5.750Ma*&89 55.420Ap*&89 7.930

Ma+&89 28.670 %,n&89 37.310 %,l&89 43.750

A,g&89 44.270S(p&89 40.410-!&89 32.520#/&89 31.830D(!&89 11.000 %an&90 8.270'()&90 8.000Ma*&90 9.390Ap*&90 4.880

Ma+&90 8.250 %,n&90 4.520 %,l&90 17.580

A,g&90 28.730S(p&90 21.720


70/371

-!&90 10.400#/&90 2.550D(!&90 10.830 %an&91 0.900'()&91 4.770Ma*&91 17.000

Ap*&91 4.500Ma+&91 10.650 %,n&91 14.000 %,l&91 29.400

A,g&91 29.400S(p&91 29.400-!&91 29.820#/&91 20.220D(!&91 24.450 %an&92 10.270

'()&92 0.670Ma*&92 0.740Ap*&92 0.740

Ma+&92 4.360 %,n&92 9.670 %,l&92 15.430

A,g&92 11.610S(p&92 10.940-!&92 1.060#/&92 5.430D(!&92 4.650 %an&93 0.740'()&93 0.740Ma*&93 0.740Ap*&93 0.740

Ma+&93 0.740 %,n&93 18.100 %,l&93 26.700

A,g&93 32.490S(p&93 27.550-!&93 8.570#/&93 0.830D(!&93 0.970 %an&9" 47.400'()&9" 134.610Ma*&9" 84.520Ap*&9" 52.770

Ma+&9" 25.780 %,n&9" 44.970


71/371

%,l&9" 37.970A,g&9" 46.820S(p&9" 45.950-!&9" 30.520#/&9" 23.890D(!&9" 22.870

%an&95 1.890'()&95 0.980Ma*&95 0.980Ap*&95 0.980

Ma+&95 7.700 %,n&95 23.770 %,l&95 26.240

A,g&95 33.230S(p&95 22.340-!&95 17.510

#/&95 14.680D(!&95 12.510 %an&96 0.000'()&96 0.010Ma*&96 0.060Ap*&96 0.060

Ma+&96 0.060 %,n&96 17.730 %,l&96 23.160

A,g&96 26.610S(p&96 30.920-!&96 24.710#/&96 18.750D(!&96 6.920 %an&97 0.120'()&97 0.000Ma*&97 0.120Ap*&97 0.120

Ma+&97 3.030 %,n&97 15.090 %,l&97 19.070

A,g&97 24.700S(p&97 21.590-!&97 25.800#/&97 9.630D(!&97 10.640 %an&98 0.000'()&98 0.000Ma*&98 0.000


72/371

Ap*&98 25.280Ma+&98 2.650 %,n&98 24.810 %,l&98 30.390

A,g&98 39.810S(p&98 33.700

-!&98 20.090#/&98 23.070D(!&98 20.630 %an&99 0.210'()&99 0.210Ma*&99 0.210Ap*&99 26.050

Ma+&99 10.210 %,n&99 12.940 %,l&99 19.420

A,g&99 34.090S(p&99 34.250-!&99 28.920#/&99 43.220D(!&99 9.160 %an&00 0.060'()&00 0.050Ma*&00 38.790Ap*&00 34.720

Ma+&00 9.520 %,n&00 14.830 %,l&00 24.580

A,g&00 31.490S(p&00 36.630-!&00 21.640#/&00 36.850D(!&00 6.320


73/371

41&2 -RREID-S

122.31 ".23323.99 &3.95

118.58 "."3

259.20 &1.71

0.12 16.85

15.21 12.67

51.70 25.7"

1.08 18."9

9.55 13.62

213.73 0.0"

2"2.10 &1.07293.08 &2.91

306.2" &3.36

267.31 &2.00

79".70 50."8

37.69 10.03

3.8" 1".95

103.83 5.26

77.62 27.65

1".7" 12.7"

112.37 29.75

72.58 7.22

186.58 1.17

8.01 20.60

116."2 ".55

3060.35 82."5

82.82 27.99

58.99 26.31

38.57 2".58

0.15 16.80

576.50 "5.56

"86.22 "3.25

61.9" 26.5"

6.05 1".36

290.01 &2.80

190.70 0.99

68.22 7.53

11"."8 ".65

159.25 2.39


74/371

17.89 12.28

29.71 23.69

77."5 27.63

636.07 "6.98

11".71 29.88

"20.68 "1."3

"5.03 25.1716.6" 12."6

205.62 0.37

"57.9" &7.95

550.82 &10.39

10.89 13.37

19.98 22.53

33.6" 10."3

162.57 32.29

1.96 15.61

75.70 27.52"7.75 25."1

"2.65 2".96

29.93 23.71

2.37 15."5

5.06 1".61

208.79 0.2"

601.21 &11.63

616.01 &11.98

"".75 9.38

16.08 21.99

369.0" 39.90

108.38 29.53

57.92 26.23

31.2" 10.68

16.72 12.""

60.06 8.13

616.01 &11.98

587.56 &11.30

2792.11 79.53

13"3.99 60."6

31."8 23.87

1"85.36 62.68

219.35 3".72

75.51 7.02

16.08 21.99

176.90 32.9"

11.77 21.31

10.11 13.52


75/371

"9".60 &8.9"

61".03 &11.9"

372."7 &5."8

28."1 23.5"

"3.83 25.06

18.06 12.26

13."7 21.593.92 19.60

21.07 22.67

1.82 18.85

80.10 6.72

201.91 0.52

229.81 &0.60

16.08 12.5"

8.76 20.75

96.6" 28.85

77.26 6.91271.27 36.67

326.90 38.57

"3."3 25.03

3.57 15.0"

95.8" 5.73

89.67 6.10

0.00 17.23

358.33 &5.0"

397.59 &6.23

883.90 52.30

315."0 &3.67

8.88 20.77

135.03 30.96

326.18 38.55

3"5.23 39.16

216.69 3".61

"6.65 25.31

37.70 2".50

215.78 &0.05

80.87 8.27

85.80 8.00

61.98 9.39

153.33 ".88

81.23 8.25

162.38 ".52

0.10 17.58

131.50 28.73

19.87 21.72


76/371

"7.10 10."0

216."7 2.55

"1.38 10.83

267.7" 0.90

156.07 ".77

0.07 17.00

162.89 ".50"3.73 10.65

10.65 1".00

1"7.31 29."0

1"7.31 29."0

1"7.31 29."0

157.68 29.82

8.75 20.22

51.66 2"."5

"8.90 10.27

275.32 0.67273.00 0.7"

273.00 0.7"

166."8 ".36

57.65 9.67

3.36 15."3

31.95 11.61

39.98 10.9"

262.53 1.06

1"0.02 5."3

159.08 ".65

273.00 0.7"

273.00 0.7"

273.00 0.7"

273.00 0.7"

273.00 0.7"

0.70 18.10

89.06 26.70

231.87 32."9

105.83 27.55

75.56 8.57

270.0" 0.83

265."6 0.97

908.25 "7."0

13770.36 13".61

"523.53 8".52

1260.76 52.77

72.5" 25.78

767.69 "".97


77/371

"28.79 37.97

873.63 "6.82

822.96 "5.95

175.75 30.52

"3.92 23.89

31."" 22.87

236.32 1.89265.13 0.98

265.13 0.98

265.13 0.98

91."5 7.70

"2.3" 23.77

80.59 26.2"

25".95 33.23

25.78 22.3"

0.06 17.51

6.67 1".6822.59 12.51

298.00 0.00

297.66 0.01

295.9" 0.06

295.9" 0.06

295.9" 0.06

0.22 17.73

3".78 23.16

87.37 26.61

186.52 30.92

55."6 2".71

2.21 18.75

106.97 6.92

293.88 0.12

298.00 0.00

293.88 0.12

293.88 0.12

202.57 3.03

".72 15.09

3.27 19.07

55.31 2".70

18.72 21.59

72.88 25.80

58.26 9.63

"3.86 10.6"

298.00 0.00

298.00 0.00

298.00 0.00


78/371

6".28 25.28

213.53 2.65

56.96 2".81

172.32 30.39

508.38 39.81

270.18 33.70

7.99 20.0933.72 23.07

11.3" 20.63

290.80 0.21

290.80 0.21

290.80 0.21

77.21 26.05

"9.7" 10.21

18.69 12.9"

".65 19."2

283.15 3".09288.56 3".25

135.89 28.92

673.78 "3.22

65.66 9.16

295.9" 0.06

296.28 0.05

"63."2 38.79

30".75 3".72

59.95 9.52

5.92 1".83

53.5" 2".58

202."1 31."9

375.09 36.63

19.16 21.6"

383.66 36.85

119.7" 6.32


79/371

ESTAÑO ENERO FEBRERO MARZO ABRIL MAYO

1980 8.070 13.490 15.470 9.880 3.9201981 8.260 44.160 30.720 9.960 5.040

1982 18.880 33.040 18.060 15.870 7.0801983 11.980 9.570 14.500 11.240 6.2101984 8.310 33.680 39.300 26.240 8.9701985 12.860 22.500 29.870 17.540 8.9401986 30.160 41.660 38.390 28.670 17.8801987 17.240 24.950 13.280 8.020 5.9001988 25.940 29.780 19.460 21.080 8.1501989 20.390 34.990 36.410 23.560 9.4101990 8.270 8.020 9.760 5.990 4.3801991 13.110 13.180 32.800 12.810 7.090

1992 6.020 4.670 9.100 6.010 3.9801993 7.460 17.840 12.860 14.690 6.6401994 18.830 33.780 29.710 21.670 12.2401995 8.380 6.580 14.700 6.820 2.9401996 4.050 12.920 10.800 9.400 4.4701997 7.230 18.750 8.790 3.540 3.8001998 5.640 12.950 13.600 12.460 5.5201999 3.920 16.980 13.280 13.140 5.8502000 19.170 28.580 28.460 17.770 6.490


1980 5.913 10.562 12.260 7.465 2.3531981 6.076 36.870 25.342 7.534 3.3141982 15.185 27.332 14.482 12.603 5.0631983 9.267 7.199 11.428 8.632 4.3171984 6.119 27.881 32.702 21.499 6.6851985 10.022 18.291 24.613 14.036 6.6591986 24.861 34.726 31.921 23.583 14.328

1987 13.779 20.392 10.382 5.870 4.0511988 21.241 24.535 15.683 17.073 5.9811989 16.481 29.005 30.223 19.200 7.0621990 6.084 5.870 7.362 4.128 2.7471991 10.236 10.296 27.126 9.979 5.0721992 4.154 2.996 6.796 4.146 2.4041993 5.389 14.293 10.022 11.591 4.6861994 15.143 27.967 24.475 17.579 9.490


80/371

1995 6.179 4.635 11.600 4.840 1.5121996 4.050 12.920 10.800 9.400 4.4701997 7.230 18.750 8.790 3.540 3.8001998 5.640 12.950 13.600 12.460 5.5201999 3.920 16.980 13.280 13.140 5.8502000 19.170 28.580 28.460 17.770 6.490


81/371


82/371


83/371


84/371


85/371

CION HUEGHUE JUNIO JULIO AGOSTO SEPTIEMBRE OTUBRE NO!IEMBRE

2.690 2.710 2.310 2.310 8.270 7.0403.060 2.460 2.630 2.550 3.620 5.070

4.630 4.040 3.470 3.560 5.670 12.1003.820 2.840 2.600 3.150 3.460 4.1905.340 3.180 2.750 2.910 4.530 6.6405.780 3.650 2.850 3.680 3.710 4.1904.470 2.480 2.200 4.720 4.510 5.3504.180 3.980 3.240 3.570 4.660 7.8204.430 3.110 2.550 3.060 3.620 3.7805.390 4.020 2.980 2.580 5.250 5.9203.820 2.620 2.520 3.470 5.460 10.0604.720 2.640 1.550 3.190 4.190 4.810

2.960 2.060 1.860 4.660 4.870 4.6806.470 5.780 2.930 0.650 2.850 7.4505.710 1.790 0.880 1.970 1.880 1.7702.200 6.310 7.520 6.700 3.200 4.6203.850 2.320 6.300 9.320 7.230 5.5903.410 2.250 5.470 6.220 3.550 3.5902.230 3.070 4.720 8.990 6.200 4.6904.250 2.540 2.650 2.860 3.660 4.1703.070 2.550 3.520 6.180 4.840 4.340

CION HUEGHUE JUNIO JULIO AGOSTO SEPTIEMBRE OTUBRE NO!IEMBRE

1.298 1.315 0.972 0.972 6.084 5.0291.615 1.100 1.246 1.178 2.095 3.3392.962 2.456 1.967 2.044 3.854 9.3702.267 1.426 1.221 1.692 1.958 2.5843.571 1.718 1.349 1.486 2.876 4.6863.948 2.121 1.435 2.147 2.173 2.5842.825 1.118 0.877 3.039 2.859 3.579

2.576 2.404 1.770 2.053 2.988 5.6982.790 1.658 1.178 1.615 2.095 2.2333.614 2.439 1.546 1.203 3.494 4.0682.267 1.238 1.152 1.967 3.674 7.6203.039 1.255 0.320 1.727 2.584 3.1161.529 0.757 0.586 2.988 3.168 3.0054.540 3.948 1.504 #0.452 1.435 5.3813.888 0.526 #0.255 0.680 0.603 0.509


86/371

0.877 4.403 5.441 4.737 1.735 2.9533.850 2.320 6.300 9.320 7.230 5.5903.410 2.250 5.470 6.220 3.550 3.5902.230 3.070 4.720 8.990 6.200 4.6904.250 2.540 2.650 2.860 3.660 4.1703.070 2.550 3.520 6.180 4.840 4.340


87/371


88/371


89/371


90/371


91/371

"IIEMBRE ANUAL

8.140 84.300 n1 n2 x17.020 124.550 97.00 155.00 10.55

14.240 140.6405.720 79.280

13.120 154.9706.400 121.9703.850 184.340 PRUEVA DE MEDIAS

10.170 107.010 alfa= 0.054.520 129.480 gl 250.003.830 154.730 sp= 83."69.350 73.720 sd= 10.805378"5.610 105.700 ! 0.2322""39

5.850 56.720 1.9715.050 100.6702.800 133.0304.050 74.020

CON LOS DATOS OBTEN3.460 79.7104.390 70.9903.720 83.7905.220 78.5205.610 130.580

"IIEMBRE ANUAL

5.973 60.1955.012 94.722

11.205 108.5233.897 55.889

10.245 120.8164.480 92.5082.293 146.009

7.714 79.6762.867 98.9502.276 120.6107.011 51.1203.802 78.5524.008 36.537

11.900 74.2371.392 101.996

50

100

150

200

250


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2.464 51.3773.460 79.7104.390 70.9903.720 83.7905.220 78.5205.610 130.580

28900

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30"00

30700

310

0


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94/371


95/371


96/371


97/371

x2 s1 s2

8.0" 91.21 78.2"

PRUEVA DE VARIA#$A

alfa 0.05

gln 96.00

gld 15".00

f! 1.3590"187

f 1."3



98/371

00

31300

31600

31900

32200

32500

32800

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33"00

33700

3"000

3"300

3"600

3"900

35200

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35


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103/371

'EA PREIPIA

%an&80 112.2'()&80 137.0Ma*&80 127.7Ap*&80 69.4

Ma+&80 21.2 %,n&80 8.0 %,l&80 14.0

A,g&80 11.8S(p&80 12.0-!&80 88.0

#/&80 41.2D(!&80 57.6 %an&81 174.2'()&81 191.4Ma*&81 128.3Ap*&81 29.8

Ma+&81 26.5 %,n&81 14.0 %,l&81 0.0

A,g&81 50.4S(p&81 54.7-!&81 130.8#/&81 122.6D(!&81 196.8 %an&82 152.4'()&82 150.8Ma*&82 63.9Ap*&82 61.2

Ma+&82 0.0 %,n&82 24.8 %,l&82 17.4

A,g&82 37.7S(p&82 48.3-!&82 101.2#/&82 157.8D(!&82 75.3 %an&83 121.3'()&83 47.0Ma*&83 206.5

l,n A'


104/371

Ap*&83 56.0Ma+&83 9.6 %,n&83 33.5 %,l&83 0.0

A,g&83 17.0S(p&83 46.0

-!&83 53.8#/&83 38.0D(!&83 117.6 %an&8" 146.9'()&8" 219.4Ma*&8" 149.0Ap*&8" 77.0

Ma+&8" 34.0 %,n&8" 43.5 %,l&8" 7.0

A,g&8" 31.0S(p&8" 24.0-!&8" 65.0#/&8" 95.3D(!&8" 101.6 %an&85 117.3'()&85 81.3Ma*&85 120.0Ap*&85 131.5

Ma+&85 0.0 %,n&85 17.1 %,l&85 13.0

A,g&85 6.0S(p&85 115.5-!&85 73.5#/&85 101.0D(!&85 116.0 %an&86 186.0'()&86 186.5Ma*&86 207.0Ap*&86 67.0

Ma+&86 63.5 %,n&86 0.0 %,l&86 0.0

A,g&86 34.5S(p&86 72.0-!&86 51.0#/&86 52.4D(!&86 95.0

00

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36"00

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%an&87 266.5'()&87 103.5Ma*&87 65.5Ap*&87 40.0

Ma+&87 38.0 %,n&87 11.0

%,l&87 17.5A,g&87 9.8S(p&87 74.0-!&87 53.0#/&87 74.5D(!&87 101.8 %an&88 239.0'()&88 115.0Ma*&88 109.5Ap*&88 76.5

Ma+&88 9.0 %,n&88 0.0 %,l&88 0.0

A,g&88 2.0S(p&88 14.0-!&88 96.5#/&88 60.0D(!&88 143.0 %an&89 136.7'()&89 144.0Ma*&89 128.7Ap*&89 94.8

Ma+&89 18.9 %,n&89 11.0 %,l&89 0.0

A,g&89 53.0S(p&89 43.0-!&89 106.0#/&89 53.0D(!&89 78.0 %an&90 185.5'()&90 100.0Ma*&90 48.0Ap*&90 50.0

Ma+&90 59.3 %,n&90 84.5 %,l&90 0.0

A,g&90 8.0S(p&90 83.5


106/371

-!&90 156.0#/&90 80.0D(!&90 120.4 %an&91 47.0'()&91 47.0Ma*&91 80.0

Ap*&91 49.6Ma+&91 45.6 %,n&91 18.2 %,l&91 0.1

A,g&91 1.2S(p&91 58.3-!&91 59.0#/&91 107.5D(!&91 76.0 %an&92 50.0

'()&92 112.5Ma*&92 68.5Ap*&92 42.0

Ma+&92 0.0 %,n&92 38.5 %,l&92 14.0

A,g&92 26.0S(p&92 18.0-!&92 77.0#/&92 67.0D(!&92 77.0 %an&93 197.0'()&93 206.0Ma*&93 116.0Ap*&93 109.0

Ma+&93 36.5 %,n&93 0.0 %,l&93 37.0

A,g&93 0.0S(p&93 89.5-!&93 55.0#/&93 203.5D(!&93 99.0 %an&9" 200.0'()&9" 155.5Ma*&9" 112.0Ap*&9" 82.0

Ma+&9" 29.0 %,n&9" 0.0


107/371

%,l&9" 0.0A,g&9" 0.2S(p&9" 48.0-!&9" 74.6#/&9" 40.0D(!&9" 111.0

%an&95 92.0'()&95 112.1Ma*&95 202.0Ap*&95 39.5

Ma+&95 27.0 %,n&95 3.0 %,l&95 12.0

A,g&95 3.0S(p&95 21.5-!&95 57.6

#/&95 101.5D(!&95 71.5 %an&96 144.7'()&96 53.5Ma*&96 103.5Ap*&96 133.5

Ma+&96 32.3 %,n&96 0.0 %,l&96 0.0

A,g&96 19.0S(p&96 39.5-!&96 80.0#/&96 88.5D(!&96 97.5 %an&97 94.5'()&97 125.7Ma*&97 89.5Ap*&97 57.5

Ma+&97 13.5 %,n&97 4.0 %,l&97 0.0

A,g&97 56.0S(p&97 70.1-!&97 85.0#/&97 96.7D(!&97 82.7 %an&98 145.2'()&98 169.7Ma*&98 111.2


108/371

Ap*&98 69.3Ma+&98 4.9 %,n&98 6.9 %,l&98 0.0

A,g&98 11.5S(p&98 28.9

-!&98 131.6#/&98 60.8D(!&98 66.7 %an&99 125.2'()&99 125.5Ma*&99 108.5Ap*&99 63.4

Ma+&99 25.0 %,n&99 21.9 %,l&99 10.8

A,g&99 5.1S(p&99 91.8-!&99 49.7#/&99 80.5D(!&99 91.0 %an&00 109.9'()&00 112.0Ma*&00 158.3Ap*&00 35.6

Ma+&00 26.8 %,n&00 16.3 %,l&00 31.0

A,g&00 24.4S(p&00 16.7-!&00 71.5#/&00 54.6D(!&00 118.1


109/371

41&2 -RREID-S

10333."6 95.2315990.52 116.51

1372".97 108.53

3"63.75 58.52

113.50 17.18

6."8 5.85

11.93 11.00

1.57 9.11

2.11 9.28

5999.06 7"."8

939.6" 3".33221".0" "8."0

26782.50 1"8."2

32708.03 163.17

13865.91 109.05

370.70 2".55

25".52 21.72

11.93 11.00

111.23 &1.01

1588.31 "2.22

19"9.5" "5.91

1""60.93 111.19

12556.01 10".16

3"690."1 167.80

20122."5 129.72

19671.07 128.35

28"6.61 53.80

2565.79 51."9

111.23 &1.01

203.17 20.26

"6.97 13.92

737.32 31.33

1"25.33 "0."2

8218.08 85.80

21683.63 13".35

"193.03 63.58

12266.36 103.0"

1328.87 39.31

38397.82 176.12


110/371

2066.03 "7.03

0.90 7.23

526.87 27.73

111.23 &1.01

"1.65 13.57

1256.96 38."5

1870.87 "5.1"753.70 31.59

11"60."8 99.87

18592.31 125.00

"3619.83 187.19

19169."0 126.80

""16.08 65.0"

550.07 28.16

1085.9" 36.30

12.58 ".99

"18.35 25.58181.00 19.58

2965.20 5".75

7183.17 80.7"

8290.76 86.1"

11396.33 99.61

5006.07 68.73

11980.09 101.93

1"629.78 111.79

111.23 &1.01

"2.95 13.66

6.02 10.1"

20.67 ".1"

11015.26 98.07

3963.16 62.0"

8181.86 85.63

11120."6 98."9

30783.97 158.5"

30959.67 158.97

3859".02 176.55

3187.01 56."6

280".08 53."6

111.23 &1.01

111.23 &1.01

573.78 28.58

3776.55 60.75

1636."9 "2.7"

1751.72 "3.9"

7132."1 80."8


111/371

65512.25 227.59

86"0.37 87.77

3019.90 55.18

867.52 33.30

753.70 31.59

0.21 8."3

"8.35 1".000.56 7."0

"026.36 62."7

1802.31 ""."5

"090.06 62.90

8327.22 86.31

52191.05 20".00

11""1.10 115.00

1029".76 109.50

"687.20 76.50

0.93 9.006".59 0.00

6".59 0.00

36."" 2.00

35.56 1".00

7825.72 96.50

2700.16 60.00

18215.0" 1"3.00

1655".19 136.70

18"85.96 1"".00

1"559.58 128.70

7527.83 9".80

118.01 18.90

8.78 11.00

6".59 0.00

2021.68 53.00

1222."2 "3.00

9596.77 106.00

2021.68 53.00

"89".83 78.00

31"93.15 185.50

8"57.21 100.00

1597.05 "8.00

1760.90 50.00

2627.91 59.30

58"6.61 8".50

6".59 0.00

0.00 8.00

569".68 83.50


112/371

21893.08 156.00

5178.69 80.00

12625."7 120."0

1518.12 "7.00

1518.12 "7.00

5178.69 80.00

1727."9 "9.601"10.99 "5.60

103.29 18.20

62.99 0.10

"6.7" 1.20

2526.38 58.30

2597.2" 59.00

9892.91 107.50

"618.98 76.00

1760.90 50.00

10912.5" 112.503655.79 68.50

1153."9 "2.00

6".59 0.00

928.00 38.50

35.56 1".00

322.67 26.00

99.26 18.00

"755.91 77.00

3"76.65 67.00

"755.91 77.00

35707.05 197.00

39189.39 206.00

11656.03 116.00

10193.55 109.00

810.15 36.50

6".59 0.00

838.86 37.00

6".59 0.00

6636.2" 89.50

2205.53 55.00

38205.82 203.50

827".28 99.00

368"9.83 200.00

217"5.36 155.50

10808.33 112.00

5"70.5" 82.00

"39."5 29.00

6".59 0.00


113/371


114/371

3753.17 69.30

9.8" ".90

1.29 6.90

6".59 0.00

11.99 11.50

"35.27 28.90

15267.8" 131.602783.9" 60.80

3""1.36 66.70

13727.19 125.20

13797.58 125.50

10092.83 108.50

3065.07 63."0

287.75 25.00

192.19 21.90

7.63 10.80

8.63 5.107016.26 91.80

1735.81 "9.70

5250.90 80.50

6882.88 91.00

10376.09 109.90

10808.33 112.00

22579.00 158.30

759.72 35.60

352.05 26.80

68.28 16.30

527.30 31.00

267.75 2"."0

75.05 16.70

"027.56 71.50

2168.12 5".60

12113.89 118.10


115/371


1980 14.630 7.690 14.800 9.590 25.3401981 8.190 9.340 53.880 19.550 23.730

1982 14.900 81.010 34.790 33.370 31.9001983 17.430 14.990 13.070 21.460 31.1401984 4.290 2.220 22.390 30.160 19.8901985 23.440 11.240 1.170 0.870 19.0001986 0.870 1.450 78.530 62.350 31.3001987 3.450 0.910 6.390 31.020 32.3101988 10.530 21.680 28.650 35.520 16.9001989 6.760 5.750 55.420 7.930 28.6701990 8.270 8.000 9.390 4.880 8.2501991 0.900 4.770 17.000 4.500 10.650

1992 10.270 0.670 0.740 0.740 4.3601993 0.740 0.740 0.740 0.740 0.7401994 47.400 134.610 84.520 52.770 25.7801995 1.890 0.980 0.980 0.980 7.7001996 0.000 0.010 0.060 0.060 0.0601997 0.120 0.000 0.120 0.120 3.0301998 0.000 0.000 0.000 25.280 2.6501999 0.210 0.210 0.210 26.050 10.2102000 0.060 0.050 38.790 34.720 9.5202001 0.030 54.320 90.590 27.310 10.6002002 7.400 0.700 12.800 23.600 17.0002003 4.590 13.220 56.800 42.590 24.5702004 0.380 0.000 0.000 0.000 5.8402005 0.000 0.000 0.000 0.000 0.000


1980 31.275 24.009 31.453 25.998 42.4891981 24.532 25.736 72.371 36.427 40.803

1982 31.558 100.777 52.383 50.897 49.3581983 34.207 31.652 29.642 38.426 48.5621984 20.449 18.281 39.400 47.536 36.7831985 40.500 27.726 17.182 16.868 35.8511986 16.868 17.475 98.181 81.240 48.7291987 19.569 16.910 22.648 48.436 49.7871988 26.982 38.657 45.955 53.148 33.6521989 23.035 21.977 73.984 24.260 45.976


116/371

1990 24.616 24.333 25.789 21.067 24.5951991 16.899 20.951 33.757 20.669 27.1081992 26.710 16.659 16.732 16.732 20.5221993 16.732 16.732 16.732 16.732 16.7321994 65.587 134.610 84.520 52.770 25.7801995 1.890 0.980 0.980 0.980 7.700

1996 0.000 0.010 0.060 0.060 0.0601997 0.120 0.000 0.120 0.120 3.0301998 0.000 0.000 0.000 25.280 2.6501999 0.210 0.210 0.210 26.050 10.2102000 0.060 0.050 38.790 34.720 9.5202001 0.030 54.320 90.590 27.310 10.6002002 7.400 0.700 12.800 23.600 17.0002003 4.590 13.220 56.800 42.590 24.5702004 0.380 0.000 0.000 0.000 5.8402005 0.000 0.000 0.000 0.000 0.000


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118/371


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120/371


121/371


122/371


123/371

20.690 34.364 46.038 38.699 26.846 18.62730.616 46.740 46.740 46.740 47.180 37.12826.082 32.113 28.113 27.412 17.067 21.64234.908 43.913 49.975 44.803 24.930 16.82644.970 37.970 46.820 45.950 30.520 23.89023.770 26.240 33.230 22.340 17.510 14.680

17.730 23.160 26.610 30.920 24.710 18.75015.090 19.070 24.700 21.590 25.800 9.63024.810 30.390 39.810 33.700 20.090 23.07012.940 19.420 34.090 34.250 28.920 43.22014.830 24.580 31.490 36.630 21.640 36.85018.940 24.620 36.380 33.590 34.950 16.38021.200 29.900 43.100 39.300 26.300 5.70023.190 29.330 34.510 41.030 35.490 24.7906.250 6.480 29.910 15.760 12.240 20.100

26.380 28.800 27.920 27.700 27.190 28.540


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125/371


126/371


127/371


128/371


129/371


130/371

27.296 332.96041.557 416.08420.826 270.60916.973 315.98722.870 616.25712.510 162.810

6.920 148.99010.640 129.91020.630 220.4309.160 218.8906.320 255.480

26.160 373.8708.400 235.4004.630 334.7408.590 105.5506.810 173.340

28900

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29500

29800

30100

30"00

30700

31000

3130

3

0

50

100


131/371


132/371


133/371


134/371


135/371


136/371

x2 s1 s2

29.52 26.76 28.02

PRUEVA DE VARIA#$A

alfa 0.05

gln 168.00

gld 1"2.00

f! 0.91217027

f 1.97


"ATOS ORREGI"OS


137/371

1600

31900

32200

32500

32800

33100

33"00

33700

3"000

3"300

3"600

3"900

35200

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35800

36100

36"00

36700

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37300

37600

37


138/371


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142/371


143/371

%an&80 14.630'()&80 7.690Ma*&80 14.800Ap*&80 9.590

Ma+&80 25.340 %,n&80 21.790 %,l&80 32.880

A,g&80 26.730S(p&80 22.600-!&80 11.070#/&80 10.130D(!&80 8.570 %an&81 8.190'()&81 9.340

Ma*&81 53.880Ap*&81 19.550Ma+&81 23.730 %,n&81 15.500 %,l&81 34.500

A,g&81 21.850S(p&81 36.290-!&81 17.170#/&81 12.030D(!&81 28.520 %an&82 14.900'()&82 81.010Ma*&82 34.790Ap*&82 33.370

Ma+&82 31.900 %,n&82 25.300 %,l&82 49.700

A,g&82 47.740S(p&82 33.560-!&82 23.230#/&82 8.660D(!&82 11.880 %an&83 17.430'()&83 14.990Ma*&83 13.070Ap*&83 21.460

Ma+&83 31.140 %,n&83 34.490 %,l&83 50.910


144/371

A,g&83 36.400S(p&83 46.200-!&83 32.400#/&83 21.610D(!&83 11.350 %an&8" 4.290

'()&8" 2.220Ma*&8" 22.390Ap*&8" 30.160

Ma+&8" 19.890 %,n&8" 38.440 %,l&8" 24.290

A,g&8" 34.390S(p&8" 32.600-!&8" 32.220#/&8" 31.160

D(!&8" 24.150 %an&85 23.440'()&85 11.240Ma*&85 1.170Ap*&85 0.870

Ma+&85 19.000 %,n&85 29.700 %,l&85 44.900

A,g&85 36.100S(p&85 33.300-!&85 20.100#/&85 21.600D(!&85 17.940 %an&86 0.870'()&86 1.450Ma*&86 78.530Ap*&86 62.350

Ma+&86 31.300 %,n&86 64.230 %,l&86 40.500

A,g&86 17.000S(p&86 29.700-!&86 38.990#/&86 29.120D(!&86 22.510 %an&87 3.450'()&87 0.910Ma*&87 6.390Ap*&87 31.020

00

38200

38500

38800


145/371

Ma+&87 32.310 %,n&87 21.440 %,l&87 29.360

A,g&87 27.670S(p&87 30.280-!&87 27.040

#/&87 16.740D(!&87 11.480 %an&88 10.530'()&88 21.680Ma*&88 28.650Ap*&88 35.520

Ma+&88 16.900 %,n&88 42.160 %,l&88 43.770

A,g&88 32.280

S(p&88 23.800-!&88 15.900#/&88 16.220D(!&88 25.660 %an&89 6.760'()&89 5.750Ma*&89 55.420Ap*&89 7.930

Ma+&89 28.670 %,n&89 37.310 %,l&89 43.750

A,g&89 44.270S(p&89 40.410-!&89 32.520#/&89 31.830D(!&89 11.000 %an&90 8.270'()&90 8.000Ma*&90 9.390Ap*&90 4.880

Ma+&90 8.250 %,n&90 4.520 %,l&90 17.580

A,g&90 28.730S(p&90 21.720-!&90 10.400#/&90 2.550D(!&90 10.830 %an&91 0.900


146/371

'()&91 4.770Ma*&91 17.000Ap*&91 4.500

Ma+&91 10.650 %,n&91 14.000 %,l&91 29.400

A,g&91 29.400S(p&91 29.400-!&91 29.820#/&91 20.220D(!&91 24.450 %an&92 10.270'()&92 0.670Ma*&92 0.740Ap*&92 0.740

Ma+&92 4.360

%,n&92 9.670 %,l&92 15.430A,g&92 11.610S(p&92 10.940-!&92 1.060#/&92 5.430D(!&92 4.650 %an&93 0.740'()&93 0.740Ma*&93 0.740Ap*&93 0.740

Ma+&93 0.740 %,n&93 18.100 %,l&93 26.700

A,g&93 32.490S(p&93 27.550-!&93 8.570#/&93 0.830D(!&93 0.970 %an&9" 47.400'()&9" 134.610Ma*&9" 84.520Ap*&9" 52.770

Ma+&9" 25.780 %,n&9" 44.970 %,l&9" 37.970

A,g&9" 46.820S(p&9" 45.950-!&9" 30.520


147/371

#/&9" 23.890D(!&9" 22.870 %an&95 1.890'()&95 0.980Ma*&95 0.980Ap*&95 0.980

Ma+&95 7.700 %,n&95 23.770 %,l&95 26.240

A,g&95 33.230S(p&95 22.340-!&95 17.510#/&95 14.680D(!&95 12.510 %an&96 0.000'()&96 0.010

Ma*&96 0.060Ap*&96 0.060Ma+&96 0.060 %,n&96 17.730 %,l&96 23.160

A,g&96 26.610S(p&96 30.920-!&96 24.710#/&96 18.750D(!&96 6.920 %an&97 0.120'()&97 0.000Ma*&97 0.120Ap*&97 0.120

Ma+&97 3.030 %,n&97 15.090 %,l&97 19.070

A,g&97 24.700S(p&97 21.590-!&97 25.800#/&97 9.630D(!&97 10.640 %an&98 0.000'()&98 0.000Ma*&98 0.000Ap*&98 25.280

Ma+&98 2.650 %,n&98 24.810 %,l&98 30.390


148/371

A,g&98 39.810S(p&98 33.700-!&98 20.090#/&98 23.070D(!&98 20.630 %an&99 0.210

'()&99 0.210Ma*&99 0.210Ap*&99 26.050

Ma+&99 10.210 %,n&99 12.940 %,l&99 19.420

A,g&99 34.090S(p&99 34.250-!&99 28.920#/&99 43.220

D(!&99 9.160 %an&00 0.060'()&00 0.050Ma*&00 38.790Ap*&00 34.720

Ma+&00 9.520 %,n&00 14.830 %,l&00 24.580

A,g&00 31.490S(p&00 36.630-!&00 21.640#/&00 36.850D(!&00 6.320 %an&01 0.030'()&01 54.320Ma*&01 90.590Ap*&01 27.310

Ma+&01 10.600 %,n&01 18.940 %,l&01 24.620

A,g&01 36.380S(p&01 33.590-!&01 34.950#/&01 16.380D(!&01 26.160 %an&02 7.400'()&02 0.700Ma*&02 12.800Ap*&02 23.600


149/371

Ma+&02 17.000 %,n&02 21.200 %,l&02 29.900

A,g&02 43.100S(p&02 39.300-!&02 26.300

#/&02 5.700D(!&02 8.400 %an&03 4.590'()&03 13.220Ma*&03 56.800Ap*&03 42.590

Ma+&03 24.570 %,n&03 23.190 %,l&03 29.330

A,g&03 34.510

S(p&03 41.030-!&03 35.490#/&03 24.790D(!&03 4.630 %an&0" 0.380'()&0" 0.000Ma*&0" 0.000Ap*&0" 0.000

Ma+&0" 5.840 %,n&0" 6.250 %,l&0" 6.480

A,g&0" 29.910S(p&0" 15.760-!&0" 12.240#/&0" 20.100D(!&0" 8.590 %an&05 0.000'()&05 0.000Ma*&05 0.000Ap*&05 0.000

Ma+&05 0.000 %,n&05 26.380 %,l&05 28.800

A,g&05 27.920S(p&05 27.700-!&05 27.190#/&05 28.540D(!&05 6.810


150/371

21".0" 31.28

59.1" 2".01

219.0" 31."5

91.97 26.00

6"2.12 "2."9"7".80 38.77

1081.09 50.38

71"."9 "3.9"

510.76 39.62

122.5" 27.55

102.62 26.56

73."" 2".93

67.08 2".53

87.2" 25.7"

2903.05 72.37382.20 36."3

563.11 "0.80

2"0.25 32.19

1190.25 52.08

"77."2 38.83

1316.96 53.95

29".81 33.93

1"".72 28.55

813.39 "5.82

222.01 31.56

6562.62 100.78

1210.3" 52.38

1113.56 50.90

1017.61 "9.36

6"0.09 "2."5

2"70.09 67.99

2279.11 65.9"

1126.27 51.10

539.63 "0.28

75.00 25.02

1"1.13 28."0

303.80 3".21

22".70 31.65

170.82 29.6"

"60.53 38."3

969.70 "8.56

1189.56 52.07

2591.83 69.26


151/371

132".96 5".07

213"."" 6".33

10"9.76 "9.88

"66.99 38.58

128.82 27.8"

18."0 20."5

".93 18.28501.31 39."0

909.63 "7.5"

395.61 36.78

1"77.63 56.21

590.00 "1.39

1182.67 51.96

1062.76 50.09

1038.13 "9.69

970.95 "8.58

583.22 "1.2"5"9."3 "0.50

126.3" 27.73

1.37 17.18

0.76 16.87

361.00 35.85

882.09 "7.05

2016.01 62.97

1303.21 53.76

1108.89 50.82

"0".01 37.00

"66.56 38.57

321.8" 3".7"

0.76 16.87

2.10 17."8

6166.96 98.18

3887.52 81.2"

979.69 "8.73

"125."9 83.21

16"0.25 58.36

289.00 33.76

882.09 "7.05

1520.22 56.78

8"7.97 "6."5

506.70 39.53

11.90 19.57

0.83 0.91

"0.83 6.39

962.2" 31.02


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153/371

22.75 ".77

289.00 17.00

20.25 ".50

113."2 10.65

196.00 1".00

86".36 29."0

86".36 29."086".36 29."0

889.23 29.82

"08.85 20.22

597.80 2"."5

105."7 10.27

0."5 0.67

0.55 0.7"

0.55 0.7"

19.01 ".36

93.51 9.67238.08 15."3

13".79 11.61

119.68 10.9"

1.12 1.06

29."8 5."3

21.62 ".65

0.55 0.7"

0.55 0.7"

0.55 0.7"

0.55 0.7"

0.55 0.7"

327.61 18.10

712.89 26.70

1055.60 32."9

759.00 27.55

73."" 8.57

0.69 0.83

0.9" 0.97

22"6.76 "7."0

18119.85 13".61

71"3.63 8".52

278".67 52.77

66".61 25.78

2022.30 "".97

1""1.72 37.97

2192.11 "6.82

2111."0 "5.95

931."7 30.52


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155/371

158".8" 39.81

1135.69 33.70

"03.61 20.09

532.22 23.07

"25.60 20.63

0.0" 0.21

0.0" 0.210.0" 0.21

678.60 26.05

10".2" 10.21

167."" 12.9"

377.1" 19."2

1162.13 3".09

1173.06 3".25

836.37 28.92

1867.97 "3.22

83.91 9.160.00 0.06

0.00 0.05

150".66 38.79

1205."8 3".72

90.63 9.52

219.93 1".83

60".18 2".58

991.62 31."9

13"1.76 36.63

"68.29 21.6"

1357.92 36.85

39.9" 6.32

0.00 0.03

2950.66 5".32

8206.55 90.59

7"5.8" 27.31

112.36 10.60

358.72 18.9"

606.1" 2".62

1323.50 36.38

1128.29 33.59

1221.50 3".95

268.30 16.38

68".35 26.16

5".76 7."0

0."9 0.70

163.8" 12.80

556.96 23.60


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ACION INGENIO JUNIO JULIO AGOSTO SEPTIEMBRE OTUBRE NO!IEMBRE

6.821 6.110 5.613 5.503 5.094 4.8169.294 7.158 6.118 6.417 5.792 5.564

4.518 4.416 4.276 3.823 3.658 4.1515.924 5.382 4.545 3.514 3.794 3.5676.754 5.619 5.399 5.133 5.609 5.9473.857 3.576 3.773 3.619 4.557 8.7574.289 4.620 4.692 4.976 4.289 4.0742.512 2.446 2.357 2.324 2.295 2.3043.976 3.852 3.790 3.428 4.196 8.9826.962 5.888 5.379 5.386 4.582 4.4084.136 4.169 4.238 3.571 3.432 4.0073.875 3.983 4.035 4.045 3.800 3.667

3.505 3.470 3.699 3.523 3.805 4.8594.008 4.006 4.282 4.172 4.122 4.3814.438 4.483 4.567 4.749 5.012 4.6595.139 4.889 5.033 4.944 5.807 4.9005.053 4.822 4.747 4.781 5.033 5.1794.866 4.811 4.741 4.715 4.833 6.6185.302 4.906 4.996 4.951 4.668 4.4923.515 3.392 4.346 3.936 4.195 5.418

ACION INGENIO JUNIO JULIO AGOSTO SEPTIEMBRE OTUBRE NO!IEMBRE6.821 6.110 5.613 5.503 5.094 4.8169.294 7.158 6.118 6.417 5.792 5.5644.518 4.416 4.276 3.823 3.658 4.1515.924 5.382 4.545 3.514 3.794 3.5676.754 5.619 5.399 5.133 5.609 5.9473.857 3.576 3.773 3.619 4.557 8.7574.289 4.620 4.692 4.976 4.289 4.0742.512 2.446 2.357 2.324 2.295 2.304

3.976 3.852 3.790 3.428 4.196 8.9826.962 5.888 5.379 5.386 4.582 4.4084.136 4.169 4.238 3.571 3.432 4.0073.875 3.983 4.035 4.045 3.800 3.6673.505 3.470 3.699 3.523 3.805 4.8594.008 4.006 4.282 4.172 4.122 4.3814.438 4.483 4.567 4.749 5.012 4.6595.139 4.889 5.033 4.944 5.807 4.900


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169/371

"IIEMBRE ANUAL

7.055 105.205 n1 n2 x16.914 170.193 109.00 131.00 8.27

7.092 96.6405.393 110.4274.543 122.3148.270 68.1553.808 77.975 PRUEVA DE MEDIAS2.249 37.169 alfa= 0.05

15.958 96.028 gl 238.004.257 147.271 sp= 6.374.112 71.183 sd= 0.826126334.605 81.047 ! &0.11667865

6.847 76.419 5.055.045 88.8526.107 101.4275.985 125.805

CON LOS DATOS OBTEN7.251 125.23310.254 94.9546.671 111.4019.300 89.299

"IIEMBRE ANUAL

7.055 105.2056.914 170.1937.092 96.6405.393 110.4274.543 122.3148.270 68.1553.808 77.9752.249 37.169

15.958 96.0284.257 147.2714.112 71.1834.605 81.0476.847 76.4195.045 88.8526.107 101.4275.985 125.805

50

100

150

200

250


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171/371


172/371


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174/371


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176/371


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181/371


182/371

Ap*&93 16.268Ma+&93 7.298 %,n&93 5.924 %,l&93 5.382

A,g&93 4.545S(p&93 3.514

-!&93 3.794#/&93 3.567D(!&93 5.393 %an&9" 14.382'()&9" 18.743Ma*&9" 26.989Ap*&9" 15.612

Ma+&9" 7.586 %,n&9" 6.754 %,l&9" 5.619

A,g&9" 5.399S(p&9" 5.133-!&9" 5.609#/&9" 5.947D(!&9" 4.543 %an&95 9.524'()&95 6.861Ma*&95 7.305Ap*&95 4.267

Ma+&95 3.793 %,n&95 3.857 %,l&95 3.576

A,g&95 3.773S(p&95 3.619-!&95 4.557#/&95 8.757D(!&95 8.270 %an&96 8.271'()&96 7.797Ma*&96 17.021Ap*&96 7.999

Ma+&96 6.142 %,n&96 4.289 %,l&96 4.620

A,g&96 4.692S(p&96 4.976-!&96 4.289#/&96 4.074D(!&96 3.808

00

36100

36"00

36700

37000

37300


183/371

%an&97 4.479'()&97 3.329Ma*&97 7.302Ap*&97 3.204

Ma+&97 2.371 %,n&97 2.512

%,l&97 2.446A,g&97 2.357S(p&97 2.324-!&97 2.295#/&97 2.304D(!&97 2.249 %an&98 5.634'()&98 14.982Ma*&98 14.578Ap*&98 10.147

Ma+&98 6.507 %,n&98 3.976 %,l&98 3.852

A,g&98 3.790S(p&98 3.428-!&98 4.196#/&98 8.982D(!&98 15.958 %an&99 17.129'()&99 36.177Ma*&99 25.890Ap*&99 21.443

Ma+&99 9.772 %,n&99 6.962 %,l&99 5.888

A,g&99 5.379S(p&99 5.386-!&99 4.582#/&99 4.408D(!&99 4.257 %an&00 6.705'()&00 7.752Ma*&00 15.242Ap*&00 9.579

Ma+&00 4.243 %,n&00 4.136 %,l&00 4.169

A,g&00 4.238S(p&00 3.571


184/371


185/371

%,l&0" 4.483A,g&0" 4.567S(p&0" 4.749-!&0" 5.012#/&0" 4.659D(!&0" 6.107

%an&05 14.065'()&05 25.343Ma*&05 27.193Ap*&05 15.057

Ma+&05 7.452 %,n&05 5.139 %,l&05 4.889

A,g&05 5.033S(p&05 4.944-!&05 5.807

#/&05 4.900D(!&05 5.985 %an&06 20.797'()&06 20.190Ma*&06 28.292Ap*&06 13.019

Ma+&06 6.073 %,n&06 5.053 %,l&06 4.822

A,g&06 4.747S(p&06 4.781-!&06 5.033#/&06 5.179D(!&06 7.251 %an&07 5.176'()&07 13.973Ma*&07 17.905Ap*&07 11.258

Ma+&07 5.806 %,n&07 4.866 %,l&07 4.811

A,g&07 4.741S(p&07 4.715-!&07 4.833#/&07 6.618D(!&07 10.254 %an&08 10.561'()&08 17.603Ma*&08 24.579


186/371

Ap*&08 15.678Ma+&08 6.996 %,n&08 5.302 %,l&08 4.906

A,g&08 4.996S(p&08 4.951

-!&08 4.668#/&08 4.492D(!&08 6.671 %an&09 5.962'()&09 12.375Ma*&09 21.400Ap*&09 11.500

Ma+&09 3.963 %,n&09 3.515 %,l&09 3.392

A,g&09 4.346S(p&09 3.936-!&09 4.195#/&09 5.418D(!&09 9.300


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188/371

63.99 16.39

0.9" 7.39

5.50 6.01

8.33 5."7

13.86 ".63

22.60 3.59

20.02 3.8722.11 3.65

8.27 5."8

37.38 1".50

109.72 18.88

350."5 27.15

53.92 15.73

0."7 7.68

2.29 6.85

7.02 5.71

8.2" 5."89.83 5.22

7.07 5.70

5.39 6.0"

13.88 ".63

1.58 9.62

1.98 6.95

0.93 7."0

16.01 ".35

20.03 3.87

19."6 3.9"

22.02 3.66

20.21 3.85

21.62 3.70

13.77 ".6"

0.2" 8.85

0.00 8.37

0.00 8.37

0.22 7.89

76.60 17.15

0.07 8.09

".52 6.23

15.83 ".37

13.31 ".70

12.79 ".78

10.8" 5.06

15.8" ".37

17.60 ".16

19.89 3.89


189/371

1".36 ".56

2"."0 3."1

0.93 7."0

25.65 3.28

3".78 2."5

33.13 2.59

33.90 2.523".95 2."3

35.3" 2."0

35.69 2.37

35.57 2.38

36.2" 2.32

6.9" 5.72

"5.08 15.10

39.81 1".70

3.53 10.25

3.10 6.6018."2 ".06

19.50 3.93

20.05 3.87

23."3 3.51

16.59 ".28

0.51 9.08

59.13 16.08

78.51 17.26

773.53 36.37

307.1" 26.05

171.03 21.58

1.98 9.87

1.97 7.05

6.13 5.98

8.91 5."7

8.87 5."7

1".31 ".67

15.65 "."9

16.88 ".3"

2.75 6.71

0.38 7.75

"7.29 15.2"

1."7 9.58

16.99 ".2"

17.89 ".1"

17.60 ".17

17.03 ".2"

22.98 3.57


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191/371

15.07 "."8

1"."3 ".57

13.08 ".75

11.2" 5.01

13.7" ".66

5.10 6.11

32."9 1".07288.27 25.3"

35"."9 27.19

"".78 15.06

0.83 7."5

10."0 5.1"

12.08 ".89

11.10 5.03

11.70 ".9"

6.5" 5.81

12.00 ".905.66 5.98

15".55 20.80

139.83 20.19

397.10 28.29

21.66 13.02

5.25 6.07

10.97 5.05

12.55 ".82

13.09 ".75

12.85 ".78

11.10 5.03

10.15 5.18

1.2" 7.25

10.17 5.18

31."5 13.97

91.02 17.91

8.37 11.26

6.55 5.81

12.2" ".87

12.63 ".81

13.13 ".7"

13.32 ".71

12."7 ".83

3.05 6.62

3.57 10.25

".82 10.56

85.35 17.60

262.91 2".58


192/371


193/371


1990 11.116 4.063 4.008 15.874 7.9521991 14.577 7.191 4.438 24.584 15.376

1992 15.057 7.452 5.139 7.207 5.9051993 13.019 6.073 5.053 16.268 7.2981994 14.382 18.743 26.989 15.612 7.5861995 9.524 6.861 7.305 4.267 3.7931996 8.271 7.797 17.021 7.999 6.1421997 4.479 3.329 7.302 3.204 2.3711998 5.634 14.982 14.578 10.147 6.5071999 17.129 36.177 25.890 21.443 9.7722000 6.705 7.752 15.242 9.579 4.2432001 8.865 15.364 12.745 11.534 4.532

2002 8.847 17.782 12.087 4.508 3.4902003 12.615 16.500 14.544 11.116 4.0632004 6.420 20.367 18.861 14.577 7.1912005 14.065 25.343 27.193 15.057 7.4522006 20.797 20.190 28.292 13.019 6.0732007 5.176 13.973 17.905 11.258 5.8062008 10.561 17.603 24.579 15.678 6.9962009 5.962 12.375 21.400 11.500 3.9632010 11.400 15.300 20.800 16.400 5.300


1990 11.555 3.051 2.985 17.292 7.7401991 15.728 6.823 3.503 27.794 16.6921992 16.307 7.138 4.349 6.842 5.2721993 13.849 5.474 4.244 17.767 6.9511994 15.493 20.751 30.693 16.976 7.2991995 9.635 6.425 6.960 3.297 2.7261996 8.125 7.554 18.675 7.797 5.558

1997 3.552 2.166 6.957 2.016 1.0111998 4.945 16.217 15.729 10.387 5.9981999 17.129 36.177 25.890 21.443 9.7722000 6.705 7.752 15.242 9.579 4.2432001 8.865 15.364 12.745 11.534 4.5322002 8.847 17.782 12.087 4.508 3.4902003 12.615 16.500 14.544 11.116 4.0632004 6.420 20.367 18.861 14.577 7.191


194/371

2005 14.065 25.343 27.193 15.057 7.4522006 20.797 20.190 28.292 13.019 6.0732007 5.176 13.973 17.905 11.258 5.8062008 10.561 17.603 24.579 15.678 6.9962009 5.962 12.375 21.400 11.500 3.9632010 11.400 15.300 20.800 16.400 5.300


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199/371

ION PIÑASCOCHA JUNIO JULIO AGOSTO SEPTIEMBRE OTUBRE NO!IEMBRE

14.578 10.147 6.507 5.503 5.094 4.81625.890 21.443 9.772 6.417 5.792 5.564

15.242 9.579 4.243 3.823 3.658 4.15112.745 11.534 4.532 3.514 3.794 3.56712.087 4.508 3.490 5.133 5.609 5.9473.857 3.576 3.773 3.619 4.557 8.7574.289 4.620 4.692 4.976 4.289 4.0742.512 2.446 2.357 2.324 2.295 2.3043.976 3.852 3.790 3.428 4.196 8.9826.962 5.888 5.379 5.386 4.582 4.4084.136 4.169 4.238 3.571 3.432 4.0073.875 3.983 4.035 4.045 3.800 3.667

3.505 3.470 3.699 3.523 3.805 4.8594.008 4.006 4.282 4.172 4.122 4.3814.438 4.483 4.567 4.749 5.012 4.6595.139 4.889 5.033 4.944 5.807 4.9005.053 4.822 4.747 4.781 5.033 5.1794.866 4.811 4.741 4.715 4.833 6.6185.302 4.906 4.996 4.951 4.668 4.4923.515 3.392 4.346 3.936 4.195 5.4184.600 5.800 5.900 4.600 4.800 6.300

ION PIÑASCOCHA JUNIO JULIO AGOSTO SEPTIEMBRE OTUBRE NO!IEMBRE

15.729 10.387 5.998 4.788 4.295 3.95929.369 24.006 9.934 5.890 5.136 4.86116.530 9.702 3.268 2.761 2.562 3.15713.520 12.059 3.617 2.389 2.727 2.45312.726 3.587 2.361 4.342 4.915 5.3232.802 2.464 2.701 2.515 3.647 8.7103.324 3.723 3.809 4.152 3.323 3.064

1.181 1.101 0.994 0.954 0.919 0.9312.947 2.797 2.722 2.286 3.211 8.9826.962 5.888 5.379 5.386 4.582 4.4084.136 4.169 4.238 3.571 3.432 4.0073.875 3.983 4.035 4.045 3.800 3.6673.505 3.470 3.699 3.523 3.805 4.8594.008 4.006 4.282 4.172 4.122 4.3814.438 4.483 4.567 4.749 5.012 4.659


200/371

5.139 4.889 5.033 4.944 5.807 4.9005.053 4.822 4.747 4.781 5.033 5.1794.866 4.811 4.741 4.715 4.833 6.6185.302 4.906 4.996 4.951 4.668 4.4923.515 3.392 4.346 3.936 4.195 5.4184.600 5.800 5.900 4.600 4.800 6.300


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206/371

5.985 125.8057.251 125.233

10.254 94.9546.671 111.4019.300 89.2998.500 109.700

28900

29200

29500

29800

30100

30"00

30700

310

0


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211/371

x2 s1 s2

7.61 5.29 6.38

PRUEVA DE VARIA#$A

alfa 0.05

gln 107.00

gld 1"3.00

f! 1."5377881

f 1."3



212/371

00

31300

31600

31900

32200

32500

32800

33100

33"00

33700

3"000

3"300

3"600

3"900

35200

35500

35


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217/371

'EA PREIPIA

%an&90 11.116'()&90 4.063Ma*&90 4.008Ap*&90 15.874

Ma+&90 7.952 %,n&90 14.578 %,l&90 10.147

A,g&90 6.507S(p&90 5.503-!&90 5.094

#/&90 4.816D(!&90 7.055 %an&91 14.577'()&91 7.191Ma*&91 4.438Ap*&91 24.584

Ma+&91 15.376 %,n&91 25.890 %,l&91 21.443

A,g&91 9.772S(p&91 6.417-!&91 5.792#/&91 5.564D(!&91 6.914 %an&92 15.057'()&92 7.452Ma*&92 5.139Ap*&92 7.207

Ma+&92 5.905 %,n&92 15.242 %,l&92 9.579

A,g&92 4.243S(p&92 3.823-!&92 3.658#/&92 4.151D(!&92 7.092 %an&93

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