Practica Topicos Econometria

12
PRACTICA TOPICOS ECONOMETRIA – 26.05.15 DATOS PARA PREDECIR EL PORCENTAJE DE GRASA EN EL CUERPO HUMANO i gras a eda d peso altu ra cuel lo pech o abdomen cader a musl o rodi lla tobi llo bice ps antebra zo 1 12.3 23 154.2 5 67.7 5 36.2 93.1 85.2 94.5 59 37.3 21.9 32 27. 2 6.1 22 173.2 5 72.2 5 38.5 93.6 83 98.7 58.7 37.3 23.4 30.5 28. 3 25.3 22 154 66.2 5 34 95.8 87.9 99.2 59.6 38.9 24 28.8 25. 4 10.4 26 184.7 5 72.2 5 37.4 101. 8 86.4 101.2 60.1 37.3 22.8 32.4 29. 5 28.7 24 184.2 5 71.2 5 34.4 97.3 100 101.9 63.2 42.2 24 32.2 27. 6 20.9 24 210.2 5 74.7 5 39 104. 5 94.4 107.8 66 42 25.6 35.7 30. 7 19.2 26 181 69.7 5 36.4 105. 1 90.7 100.3 58.4 38.3 22.9 31.9 27. 8 12.4 25 176 72.5 37.8 99.6 88.5 97.1 60 39.4 23.2 30.5 2 9 4.1 25 191 74 38.1 100. 9 82.5 99.9 62.9 38.3 23.8 35.9 31. 10 11.7 23 198.2 5 73.5 42.1 99.6 88.6 104.1 63.1 41.7 25 35.6 3 11 7.1 26 186.2 5 74.5 38.5 101. 5 83.6 98.2 59.7 39.7 25.2 32.8 29. 12 7.8 27 216 76 39.4 103. 6 90.9 107.7 66.2 39.2 25.9 37.2 30. 13 20.8 32 180.5 69.5 38.4 102 91.6 103.9 63.4 38.3 21.5 32.5 28. 14 21.2 30 205.2 5 71.2 5 39.4 104. 1 101.8 108.6 66 41.5 23.7 36.9 31. 15 22.1 35 187.7 5 69.5 40.5 101. 3 96.4 100.1 69 39 23.1 36.1 30. 16 20.9 35 162.7 5 66 36.4 99.1 92.8 99.2 63.1 38.7 21.7 31.1 26. 17 29 34 195.7 5 71 38.9 101. 9 96.4 105.2 64.8 40.8 23.1 36.2 30. 18 22.9 32 209.2 5 71 42.1 107. 6 97.5 107 66.9 40 24.4 38.2 31. 19 16 28 183.7 67.7 38 106. 89.6 102.4 64.2 38.7 22.9 37.2 30.

description

Econometria

Transcript of Practica Topicos Econometria

PRACTICA TOPICOS ECONOMETRIA 26.05.15

DATOS PARA PREDECIR EL PORCENTAJE DE GRASA EN EL CUERPO HUMANO

igrasaedadpesoalturacuellopechoabdomencaderamuslorodillatobillobicepsantebrazo mueca

112.323154.2567.7536.293.185.294.55937.321.93227.417.1

26.122173.2572.2538.593.68398.758.737.323.430.528.918.2

325.32215466.253495.887.999.259.638.92428.825.216.6

410.426184.7572.2537.4101.886.4101.260.137.322.832.429.418.2

528.724184.2571.2534.497.3100101.963.242.22432.227.717.7

620.924210.2574.7539104.594.4107.8664225.635.730.618.8

719.22618169.7536.4105.190.7100.358.438.322.931.927.817.7

812.42517672.537.899.688.597.16039.423.230.52918.8

94.1251917438.1100.982.599.962.938.323.835.931.118.2

1011.723198.2573.542.199.688.6104.163.141.72535.63019.2

117.126186.2574.538.5101.583.698.259.739.725.232.829.418.5

127.8272167639.4103.690.9107.766.239.225.937.230.219

1320.832180.569.538.410291.6103.963.438.321.532.528.617.7

1421.230205.2571.2539.4104.1101.8108.66641.523.736.931.618.8

1522.135187.7569.540.5101.396.4100.1693923.136.130.518.2

1620.935162.756636.499.192.899.263.138.721.731.126.416.9

172934195.757138.9101.996.4105.264.840.823.136.230.817.3

1822.932209.257142.1107.697.510766.94024.438.231.619.3

191628183.7567.7538106.889.6102.464.238.722.937.230.518.5

2016.533211.7573.540106.2100.510965.840.62437.130.118.2

2119.1281796839.1103.395.9104.963.53822.132.530.318.4

2215.228200.569.7541.3111.498.8104.863.440.624.63332.819.9

2315.631140.2568.2533.98676.494.657.435.322.227.925.916.7

2417.732148.757035.586.78093.454.936.222.129.826.717.1

251428151.2567.7534.590.276.395.858.435.522.931.12817.6

263.727159.2571.535.789.679.796.55536.722.529.928.217.7

277.934131.567.536.288.674.685.351.734.721.428.72716.5

2822.93114867.538.897.488.794.757.5362129.226.617

293.727133.2564.7536.493.573.988.550.134.521.330.527.917.2

308.829160.756936.797.483.598.758.935.322.630.126.717.6

3111.93218273.7538.7100.588.799.857.538.733.932.527.718.4

325.729160.2571.2537.393.584.5100.658.538.821.530.126.417.9

3311.82716871.2538.19379.194.557.336.224.5293018.8

3421.341218.57139.8111.7100.5108.367.144.225.237.531.518.7

3532.341247.2573.542.1117115.6116.171.243.326.337.331.719.7

3640.149191.756538.4118.5113.1113.861.938.321.93229.817

3724.240202.257038.5106.5100.9106.263.539.922.635.130.619

3828.450196.7568.2542.1105.698.8104.86641.524.733.230.519.4

3935.246363.1572.2551.2136.2148.1147.787.349.129.6452921.4

4032.6502036740.2114.8108.1102.561.341.124.734.13118.3

4134.545262.7568.7543.2128.3126.2125.672.539.626.636.432.721.4

4232.94420529.536.6106104.3115.570.642.523.733.628.717.4

4331.6482177037.3113.3111.2114.167.740.92536.729.818.4

44324121271.541.5106.6104.31066540.22335.831.518.8

457.739125.256831.585.17688.25034.72126.123.116.1

4613.943164.2573.2535.796.681.597.258.438.223.429.727.418.3

4710.840133.567.533.688.273.788.553.334.522.527.926.217.3

485.639148.571.2534.689.879.592.752.737.521.928.826.817.9

4913.645135.7568.532.892.383.490.45235.820.628.825.516.3

50447127.566.753483.470.487.250.634.421.926.825.816.8

5110.247158.2572.2534.990.286.798.352.637.222.42625.817.3

526.640139.256934.389.277.99151.434.92126.726.117.2

53851137.2567.7536.589.78289.149.333.721.429.62616.9

546.349152.7573.535.193.379.691.652.637.622.638.527.418.5

553.942136.2567.537.887.677.688.651.934.922.527.727.518.5

5622.6541987239.9107.610099.657.2382235.930.218.9

5720.458181.56839.110099.8102.562.139.622.533.128.318.5

582862201.2569.540.5111.5104.2105.861.839.822.737.730.919.2

5931.554202.570.7540.5115.4105.39759.13822.531.628.818.2

6024.661179.7565.7538.4104.898.399.660.637.722.934.529.618.5

6126.16221673.2541.4112.3104.8103.161.640.923.136.231.820.2

6229.856178.7568.535.6102.994.7100.860.93822.132.529.818.3

6330.754193.2570.2538107.6102.499.46139.423.632.729.919.1

6425.8611786737.4105.399.799.760.840.122.733.62918.8

6532.357205.57040.1105.3105.5108.36541.224.735.331.118.4

663055183.567.540.9103100.3104.264.840.222.734.830.118.7

6721.554151.570.7535.69083.993.95536.121.729.627.417.4

6813.855154.7571.536.995.486.691.854.335.421.532.827.418.7

696.354155.2569.2537.589.378.496.15637.422.432.628.118.1

7012.955156.7571.536.394.484.694.351.237.421.627.327.117.3

7124.362167.571.535.597.691.598.556.638.622.431.527.318.6

728.855146.7568.7538.788.582.895.558.937.621.630.327.318.3

738.556160.7573.7536.493.682.996.352.937.523.129.727.318.2

7413.5551256433.287.77688.650.935.419.129.325.716.9

7511.86114365.7536.593.483.39355.535.220.929.42716.8

7618.561148.2567.53691.681.894.854.53721.429.32718.3

778.857162.569.538.791.678.894.356.739.724.230.229.218.1

7822.269177.7568.538.71029598.35538.321.830.825.718.8

7921.581161.2570.2537.896.495.499.353.537.521.531.426.818.3

8018.866171.2569.2537.4102.798.6100.256.539.322.730.328.719

8131.467163.7567.7538.497.795.897.154.838.223.729.427.219

8226.864150.2567.2538.197.18996.954.8382229.925.217.7

8318.464190.2572.7539.3103.197.899.658.9392334.329.619

842770170.757038.7101.894.9955636.524.131.227.319.2

85277216869.2538.5101.499.896.256.336.62229.726.318

8626.66716767.536.598.989.796.254.737.833.732.427.718.2

8714.972157.7567.2537.797.588.196.957.237.721.832.62818.8

8823.16416065.7536.5104.390.993.857.839.523.329.228.418.1

898.346176.7572.53897.38699.36138.423.830.229.318.8

9014.1481767336.796.786.598.360.439.924.428.829.618.7

9120.5461777037.299.795.6102.258.338.222.529.127.717.7

9218.244179.7569.539.2101.993.2100.658.939.723.131.428.418.8

938.547165.2570.537.597.283.195.456.938.322.130.128.218.4

9424.946192.571.7538106.697.5100.658.940.524.533.329.619.1

95947184.2574.537.399.688.8101.457.439.624.630.327.917.8

9617.453224.577.7541.1113.299.2107.561.742.323.232.930.820.4

979.638188.7573.2537.599.191.6102.460.639.422.931.630.118.5

9811.350162.566.538.799.486.796.262.139.323.330.627.818.2

9917.846156.568.2535.995.188.292.854.737.321.931.627.518.2

10022.2471977240107.594103.762.73922.335.330.918.3

10121.249198.573.540.1106.595101.75939.422.332.23118.6

10220.448173.75723799.19298.359.338.422.427.926.217

10320.141172.7571.2536.396.789.298.36038.423.23129.218.4

10422.349196.7573.7540.7103.595.5101.659.139.825.43130.319.7

10525.44317769.2539.610498.699.559.536.12230.127.217.7

1061843165.568.531.193.187.396.654.73924.83129.418.8

10719.343200.2573.538.6105.2102.8103.661.239.323.530.528.518.1

10818.352203.2574.2542110101.6100.755.838.723.435.129.619.1

10917.34319475.538.5110.188.7102.157.54024.835.130.719.2

11021.440168.569.2534.297.892.3100.657.536.822.832.12617.3

11119.743170.7568.537.296.390.699.361.93822.333.328.218.1

1122843183.257037.110810510363.74023.633.527.817.4

11322.147178.257040.299.79598.662.338.123.935.331.119.8

11421.34216370.2535.393.589.699.861.537.821.930.727.617.4

11526.748175.2571.7538100.792.497.559.338.121.831.827.317.5

11616.74015869.2536.39786.692.655.936.322.129.826.317.3

11720.148177.2572.7536.8969099.758.838.422.829.92818.1

11813.951179724199.29096.456.838.823.333.429.819.5

11925.8401917438.395.492.4104.364.641.124.833.629.518.5

12018.144187.572.2538101.887.510158.539.224.532.128.618

12127.952206.574.540.8104.399.2104.158.539.324.633.931.219.5

12225.344185.2571.539.599.298.1101.457.140.523.23329.618.4

12314.740160.2568.7536.999.383.397.560.538.722.634.42817.6

1241647151.566.7536.99486.195.258.136.522.130.627.517.6

12513.85016166.537.798.984.19458.536.623.534.429.218

12617.5461676736.610189.910060.73621.935.630.217.6

12727.242177.568.7538.998.792.198.560.736.822.233.830.317.2

12817.443152.2567.7537.595.97893.253.535.820.833.928.217.4

12920.840192.2573.2539.8103.993.599.561.73921.833.329.618.1

13014.942165.2569.7538.396.28797.857.436.922.231.627.817.7

13118.149171.7571.535.597.890.195.85738.723.227.526.517.6

13222.740171.2570.536.394.690.399.160.338.52331.228.417.1

13323.64719773.2537.8103.699.8103.261.238.122.633.528.617.9

13426.15015766.7537.8100.489.492.356.135.620.533.629.317.3

13524.441168.2569.536.598.487.298.45636.9233429.818.1

13627.14418669.7537.8104.6101.1102.158.937.922.730.928.817.6

13721.839166.7570.753792.986.195.658.836.122.432.728.317.1

13829.443187.757437.797.898.6100.663.639.223.834.328.417.7

13922.440168.2571.2534.398.388.598.358.138.422.531.727.417.6

14020.449212.757540.8104.7106.6107.766.542.524.535.529.818.7

14124.940176.757137.498.693.1101.659.139.621.630.827.916.6

14218.340173.2569.536.599.59399.360.438.2223228.517.8

14323.35216767.7537.5102.79198.957.136.722.331.627.517.9

1449.423159.7572.2535.592.177.193.956.136.122.730.527.218.2

14510.323188.1577.53896.685.3102.559.137.623.231.829.718.3

14614.22415670.7535.792.781.995.356.436.52233.528.317.3

14719.224208.572.7539.210299.1110.171.243.525.236.130.318.7

14829.625206.569.7540.9110.9100.5106.268.440.824.633.329.718.4

1495.325143.7572.535.292.376.592.151.935.72225.825.216.9

15025.22622370.2540.6114.1106.8113.967.642.724.73630.418.4

1519.426152.256935.492.977.693.556.935.920.431.62917.8

15219.626241.7574.541.8108.3102.9114.472.943.525.138.533.819.6

15310.12714672.2534.188.572.891.153.636.823.827.826.317.4

15416.527156.7567.2537.99488.295.256.837.422.830.628.317.9

1552127200.2573.538.2101.1100.110562.14024.933.729.219.4

15617.328171.575.2535.692.183.598.357.337.821.732.227.717.7

15731.228205.756938.5105.6105106.468.64025.235.230.719.1

1581028182.572.253798.590.8102.560.838.52531.62818.6

15912.530136.568.7535.988.776.689.850.134.821.82734.916.9

16022.531177.2571.536.2101.192.499.359.43924.630.128.218.2

1619.431151.2572.25359481.291.552.536.6212726.316.5

16214.6331967338.5103.895.6105.161.440.62531.329.219.1

1631333184.2568.7540.798.992.1103.56437.323.533.530.619.7

16415.13414070.53689.283.489.652.435.620.428.326.216.5

16527.334218.757239.5111.4106108.863.84223.43431.218.5

16619.23521773.7540.5107.595.1104.564.841.325.636.433.719.4

16721.835166.256838.599.190.495.655.534.221.930.228.717.7

16820.335224.7572.2543.9108.2100.4106.863.341.724.637.233.119.8

16934.335228.2569.540.4114.9115.9111.974.440.62436.131.818.8

17016.535172.7569.537.699.190.898.160.139.123.432.529.817.4

171335152.2567.753792.281.992.854.736.222.130.427.417.7

1720.735125.7565.53490.87589.25034.82224.825.916.9

17320.535177.257138.4100.590.398.757.837.322.43128.717.7

17416.936176.2571.538.798.290.399.959.237.721.532.428.417.8

17525.336226.7571.7541.5115.3108.8114.469.242.42435.42120.1

1769.937145.2569.253696.879.489.250.334.822.23126.916.9

17713.1371516735.392.683.296.46038.12231.526.616.7

17829.937241.2571.542.1119.2110.3113.969.842.624.834.429.518.4

17922.538187.2569.2538102.792.7101.964.739.524.734.830.318.1

18016.939234.7574.542.8109.5104.5109.969.543.125.839.132.519.9

18126.639219.2574.2540108.5104.6109.868.142.824.135.62919

182040118.56833.879.369.48547.233.520.227.724.616.5

18311.540145.7567.2535.595.583.691.654.136.221.831.428.317.2

18412.140159.2569.7535.392.386.896.15839.422.73026.417.4

18517.540170.574.2537.798.990.495.555.438.922.430.528.917.7

1868.640167.571.539.489.583.798.157.339.722.632.929.318.2

18723.641232.7574.2541.9117.5109.3108.867.741.324.737.231.820

18820.441210.57238.5107.498.9104.163.539.823.536.430.419.1

18920.541202.2572.540.8109.298101.862.841.324.836.632.418.8

19024.44118568.2538103.4101.2103.161.540.422.933.429.218.5

19111.44115369.2536.491.480.692.354.336.321.829.627.317.9

19238.142244.257641.8115.2113.7112.468.54525.537.131.219.9

19315.942193.570.540.7104.994.1102.760.638.624.73430.118.7

19424.742224.7574.7538.5106.7105.7111.865.343.32633.729.918.5

19522.842162.7572.7535.492.285.696.560.238.922.431.727.117.1

19625.54218068.2538.5101.696.6100.661.138.424.132.929.818.8

1972242156.256935.597.88696.257.738.62431.227.317.4

19817.74216871.536.59289.710162.33822.330.827.816.9

1996.642167.2572.7537.694789957.54022.530.63018.5

20023.643170.7567.537.4103.789.794.258.53924.133.828.818.8

20112.243178.2570.2537.8102.789.299.260.239.223.831.728.418.6

20222.14315069.2535.291.185.796.955.535.72229.426.617.4

20328.743200.571.537.9107.2103.1105.568.838.323.732.128.918.7

2046441847437.9100.889.1102.660.6392432.929.218.4

20534.84422369.7540.9121.6113.9107.163.540.321.834.830.717.4

20616.644208.757341.9105.696.310263.339.824.137.323.119.4

20732.94416665.539.1100.693.9100.158.937.621.433.129.517.3

20832.84719572.540.2102.7101.3101.760.739.423.336.731.618.4

2099.647160.570.253699.883.991.85336.222.531.427.517.7

21010.847159.7570.7534.592.984.4945638.222.62926.217.6

2117.149140.56835.891.279.48951.13521.730.928.817.4

21227.249216.2574.540.2115.610410963.740.323.236.83118.9

21319.549168.2571.7538.398.389.799.156.338.82329.527.918.6

21418.750194.7570.7539103.797.6104.26040.925.532.73019

21519.550172.757337.498.787.696.157.138.121.828.626.718

21647.5512196441.2119.8122.1112.862.536.923.634.729.118.4

21713.651149.2569.7534.892.881.196.353.836.521.531.326.317.8

2187.551154.57036.993.381.594.454.73922.627.525.918.6

21924.552199.2571.7539.4106.810010563.939.222.935.730.419.2

2201553154.569.2537.693.988.794.553.736.22228.525.717.1

22112.454153.2570.538.59991.896.257.738.123.931.429.918.9

222265423072.2542.5119.9110.4105.564.242.72738.43219.6

22311.554161.7567.537.494.287.695.659.740.223.427.92717.8

2245.255142.2567.2535.292.782.891.954.435.222.529.426.817

22510.955179.7568.7541.1106.995.398.257.437.121.834.131.119.2

22612.555126.566.7533.488.878.287.550.83319.725.32215.8

22714.855169.568.2537.2101.791.197.156.638.522.633.429.318.8

22825.255198.574.2538.3105.396.7106.66442.623.433.23018.4

22914.956174.569.538.110489.498.458.437.422.534.630.118.8

2301756167.7568.537.498.6939755.438.823.232.429.719

23110.657147.7565.7535.299.686.490.1533521.331.727.316.9

23216.157182.2571.7539.4103.496.7100.759.338.622.831.829.119

23315.458175.571.538100.288.197.857.138.923.630.929.618

23426.758161.7567.2535.194.994.9100.256.835.92127.826.117.6

23525.860157.7567.540.497.293.39454.335.72131.328.718.3

23618.662168.7567.538.3104.795.693.754.437.122.730.326.318.3

23724.862191.572.2540.610498.2101.159.340.32332.628.519

23827.363219.1569.540.2117.6113.8111.863.441.122.335.129.618.5

23912.464155.2569.537.995.882.894.561.239.122.329.828.918.3

24029.965189.7565.7540.8106.4100.5100.559.238.12435.930.519.1

2411765127.565.7534.79379.787.650.733.420.128.524.816.5

2423565224.568.2538.8119.6118114.361.342.123.434.930.119.4

24330.466234.257241.4119.7109109.163.742.424.635.630.719.5

24432.667227.7572.7541.3115.8113.4109.865.64625.435.329.819.5

2452967199.568.540.7118.3106.1101.658.238.824.132.129.318.5

24615.268155.569.2536.397.484.394.454.337.522.629.227.318.5

24730.269215.570.540.8113.7107.611063.34422.637.532.618.8

2481170134.256734.989.283.688.849.634.821.525.625.718.5

24933.67220169.7540.9108.5105104.559.640.823.235.228.620.1

25029.372186.756638.9111.1111.5101.760.337.321.531.327.218

2512672190.7570.538.9108.3101.397.85641.622.730.529.419.8

25231.974207.57040.8112.4108.5107.159.342.224.633.73020.9