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Fecha Último Apertura Máximo Mínimo Vol. 01.12.2014 109.69 118.83 119.23 109.50 - 01.11.2014 118.93 108.22 119.75 107.72 820,47M 01.10.2014 108 100.59 108.04 95.18 1,36B 01.09.2014 100.75 103.06 103.74 96.14 1,53B 01.08.2014 102.5 94.90 102.90 93.28 937,08M 01.07.2014 95.6 93.52 99.44 92.57 1,04B 01.06.2014 92.93 90.57 95.05 88.93 1,21B 01.05.2014 90.43 84.57 92.02 82.90 1,43B 01.04.2014 84.3 76.82 85.63 73.05 1,61B 01.03.2014 76.68 74.77 78.43 74.69 1,25B 01.02.2014 75.18 71.80 78.74 71.33 1,47B 01.01.2014 71.51 79.38 80.03 70.51 2,20B 01.12.2013 80.15 79.71 82.16 76.97 1,76B 01.11.2013 79.44 74.86 79.76 73.20 1,31B 01.10.2013 74.67 68.35 77.04 68.33 1,96B 01.09.2013 68.11 70.44 72.56 63.89 2,16B 01.08.2013 69.6 65.11 73.39 64.75 2,01B 01.07.2013 64.65 57.53 65.33 57.32 1,64B 01.06.2013 56.65 64.39 64.92 55.55 1,76B 01.05.2013 64.25 63.49 66.54 59.84 2,36B 01.04.2013 63.25 63.13 63.61 55.01 2,74B 01.03.2013 63.24 62.57 67.14 59.86 2,29B 01.02.2013 63.06 65.59 69.28 62.52 2,34B 01.01.2013 65.07 79.12 79.29 62.14 3,28B 01.12.2014 208,411 0.0842374 01.11.2014 225,967 -0.0919028 01.10.2014 205,200 -0.0671296 01.09.2014 191,425 0.01736973 01.08.2014 194,750 -0.0673171 01.07.2014 181,640 -0.0279289 01.06.2014 176,567 -0.026902 01.05.2014 171,817 -0.0677872 01.04.2014 160,170 -0.0903915 01.03.2014 145,692 -0.0195618 01.02.2014 142,842 -0.0488162 01.01.2014 135,869 0.12082226 01.12.2013 152,285 -0.0088584 01.11.2013 150,936 -0.0600453 01.10.2013 141,873 -0.0878532 01.09.2013 129,409 0.02187638 01.08.2013 132,240 -0.0711207
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Analisis Macroeconomico

Dec 24, 2015

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Page 1: Analisis Macroeconomico

Fecha Último Apertura Máximo Mínimo Vol. Var. %01.12.2014 109.69 118.83 119.23 109.50 - -7.77%01.11.2014 118.93 108.22 119.75 107.72 820,47M 10.12%01.10.2014 108 100.59 108.04 95.18 1,36B 7.20%01.09.2014 100.75 103.06 103.74 96.14 1,53B -1.71%01.08.2014 102.5 94.90 102.90 93.28 937,08M 7.22%01.07.2014 95.6 93.52 99.44 92.57 1,04B 2.87%01.06.2014 92.93 90.57 95.05 88.93 1,21B 2.76%01.05.2014 90.43 84.57 92.02 82.90 1,43B 7.27%01.04.2014 84.3 76.82 85.63 73.05 1,61B 9.94%01.03.2014 76.68 74.77 78.43 74.69 1,25B 2.00%01.02.2014 75.18 71.80 78.74 71.33 1,47B 5.13%01.01.2014 71.51 79.38 80.03 70.51 2,20B -10.78%01.12.2013 80.15 79.71 82.16 76.97 1,76B 0.89%01.11.2013 79.44 74.86 79.76 73.20 1,31B 6.39%01.10.2013 74.67 68.35 77.04 68.33 1,96B 9.63%01.09.2013 68.11 70.44 72.56 63.89 2,16B -2.14%01.08.2013 69.6 65.11 73.39 64.75 2,01B 7.66%01.07.2013 64.65 57.53 65.33 57.32 1,64B 14.12%01.06.2013 56.65 64.39 64.92 55.55 1,76B -11.83%01.05.2013 64.25 63.49 66.54 59.84 2,36B 1.58%01.04.2013 63.25 63.13 63.61 55.01 2,74B 0.02%01.03.2013 63.24 62.57 67.14 59.86 2,29B 0.29%01.02.2013 63.06 65.59 69.28 62.52 2,34B -3.09%01.01.2013 65.07 79.12 79.29 62.14 3,28B -14.40%

01.12.2014 208,411 0.084237401.11.2014 225,967 -0.091902801.10.2014 205,200 -0.0671296301.09.2014 191,425 0.0173697301.08.2014 194,750 -0.0673170701.07.2014 181,640 -0.0279288701.06.2014 176,567 -0.0269019701.05.2014 171,817 -0.0677872401.04.2014 160,170 -0.0903914601.03.2014 145,692 -0.0195618201.02.2014 142,842 -0.0488161701.01.2014 135,869 0.1208222601.12.2013 152,285 -0.0088583901.11.2013 150,936 -0.0600453201.10.2013 141,873 -0.0878532201.09.2013 129,409 0.0218763801.08.2013 132,240 -0.07112069

Page 2: Analisis Macroeconomico

01.07.2013 122,835 -0.1237432301.06.2013 107,635 0.1341571101.05.2013 122,075 -0.015564201.04.2013 120,175 -0.000158101.03.2013 120,156 -0.002846301.02.2013 119,814 0.0318744101.01.2013 123,633 -1

Page 3: Analisis Macroeconomico

Nombre applNemotecnicofecha Cantidad Volumen Precio Cierre

Apple ECOPETROL 01/07/2014 00:00:00 8,605,359.00 28,983,778,810.00 3,370.00

Apple ECOPETROL 02/07/2014 00:00:00 5,305,288.00 17,699,744,500.00 3,340.00

Apple ECOPETROL 03/07/2014 00:00:00 2,439,711.00 8,172,261,495.00 3,350.00

Apple ECOPETROL 04/07/2014 00:00:00 1,228,635.00 4,093,662,245.00 3,320.00

Apple ECOPETROL 07/07/2014 00:00:00 5,586,570.00 18,644,273,045.00 3,345.00

Apple ECOPETROL 08/07/2014 00:00:00 12,645,887.00 41,444,585,725.00 3,230.00

Apple ECOPETROL 09/07/2014 00:00:00 18,668,231.00 59,145,791,090.00 3,160.00

Apple ECOPETROL 10/07/2014 00:00:00 15,354,484.00 48,299,188,535.00 3,190.00

Apple ECOPETROL 11/07/2014 00:00:00 9,601,246.00 30,916,106,155.00 3,250.00

Apple ECOPETROL 14/07/2014 00:00:00 9,634,404.00 30,790,201,645.00 3,185.00

Apple ECOPETROL 15/07/2014 00:00:00 9,401,039.00 30,120,145,310.00 3,225.00

Apple ECOPETROL 16/07/2014 00:00:00 13,805,893.00 45,470,969,560.00 3,315.00

Apple ECOPETROL 17/07/2014 00:00:00 7,608,479.00 25,122,696,815.00 3,310.00

Apple ECOPETROL 18/07/2014 00:00:00 6,769,008.00 22,471,360,240.00 3,305.00

Apple ECOPETROL 21/07/2014 00:00:00 2,994,205.00 9,908,511,410.00 3,300.00

Apple ECOPETROL 22/07/2014 00:00:00 4,080,963.00 13,452,803,400.00 3,300.00

Apple ECOPETROL 23/07/2014 00:00:00 3,700,912.00 12,143,114,610.00 3,270.00

Apple ECOPETROL 24/07/2014 00:00:00 10,589,890.00 34,117,247,195.00 3,215.00

Apple ECOPETROL 25/07/2014 00:00:00 5,541,772.00 17,924,796,615.00 3,240.00

Apple ECOPETROL 28/07/2014 00:00:00 6,231,013.00 20,432,022,765.00 3,270.00

Apple ECOPETROL 29/07/2014 00:00:00 7,037,802.00 22,653,793,725.00 3,200.00

Apple ECOPETROL 30/07/2014 00:00:00 6,682,629.00 21,354,126,490.00 3,210.00

Apple ECOPETROL 31/07/2014 00:00:00 9,329,700.00 29,749,213,935.00 3,180.00

Apple ECOPETROL 01/08/2014 00:00:00 11,725,890.00 37,027,291,265.00 3,130.00

ECOPETROL 04/08/2014 00:00:00 10,192,488.00 32,294,329,410.00 3,190.00

ECOPETROL 05/08/2014 00:00:00 11,728,425.00 37,830,027,200.00 3,255.00

ECOPETROL 06/08/2014 00:00:00 8,061,186.00 26,360,119,940.00 3,275.00

ECOPETROL 08/08/2014 00:00:00 5,184,016.00 16,827,442,835.00 3,245.00

ECOPETROL 11/08/2014 00:00:00 6,527,217.00 21,206,019,595.00 3,250.00

ECOPETROL 12/08/2014 00:00:00 12,372,509.00 39,500,953,845.00 3,160.00

ECOPETROL 13/08/2014 00:00:00 17,764,554.00 55,886,897,210.00 3,195.00

ECOPETROL 14/08/2014 00:00:00 10,941,978.00 34,099,523,345.00 3,110.00

ECOPETROL 15/08/2014 00:00:00 3,125,331.00 9,766,418,625.00 3,135.00

ECOPETROL 19/08/2014 00:00:00 5,469,322.00 17,357,260,080.00 3,170.00

ECOPETROL 20/08/2014 00:00:00 8,473,346.00 27,373,694,900.00 3,240.00

ECOPETROL 21/08/2014 00:00:00 5,845,157.00 18,908,532,155.00 3,255.00

ECOPETROL 22/08/2014 00:00:00 7,306,939.00 23,366,482,800.00 3,190.00

ECOPETROL 25/08/2014 00:00:00 5,635,701.00 18,034,044,225.00 3,215.00

ECOPETROL 26/08/2014 00:00:00 8,574,217.00 27,778,906,780.00 3,275.00

ECOPETROL 27/08/2014 00:00:00 12,445,149.00 41,152,281,960.00 3,330.00

ECOPETROL 28/08/2014 00:00:00 7,784,644.00 25,862,155,105.00 3,305.00

ECOPETROL 29/08/2014 00:00:00 7,749,766.00 25,738,895,280.00 3,325.00

Page 4: Analisis Macroeconomico

ECOPETROL 01/09/2014 00:00:00 3,554,157.00 11,891,591,965.00 3,335.00

ECOPETROL 02/09/2014 00:00:00 8,677,082.00 29,249,816,360.00 3,365.00

ECOPETROL 03/09/2014 00:00:00 7,609,910.00 25,672,088,375.00 3,380.00

ECOPETROL 04/09/2014 00:00:00 13,260,309.00 45,013,232,415.00 3,365.00

ECOPETROL 05/09/2014 00:00:00 3,311,957.00 11,156,483,380.00 3,365.00

ECOPETROL 08/09/2014 00:00:00 3,428,230.00 11,425,154,165.00 3,335.00

ECOPETROL 09/09/2014 00:00:00 8,587,138.00 28,946,082,890.00 3,375.00

ECOPETROL 10/09/2014 00:00:00 9,992,229.00 33,743,218,510.00 3,375.00

ECOPETROL 11/09/2014 00:00:00 3,484,828.00 11,739,170,420.00 3,365.00

ECOPETROL 12/09/2014 00:00:00 2,792,424.00 9,370,607,200.00 3,345.00

ECOPETROL 15/09/2014 00:00:00 2,796,075.00 9,347,330,215.00 3,350.00

ECOPETROL 16/09/2014 00:00:00 4,843,062.00 16,302,986,720.00 3,355.00

ECOPETROL 17/09/2014 00:00:00 4,045,055.00 13,553,405,670.00 3,360.00

ECOPETROL 18/09/2014 00:00:00 6,495,515.00 21,778,682,260.00 3,340.00

ECOPETROL 19/09/2014 00:00:00 8,904,013.00 29,655,588,775.00 3,360.00

ECOPETROL 22/09/2014 00:00:00 5,021,714.00 16,583,927,650.00 3,280.00

ECOPETROL 23/09/2014 00:00:00 7,794,646.00 25,297,221,395.00 3,245.00

ECOPETROL 24/09/2014 00:00:00 4,786,277.00 15,498,064,780.00 3,230.00

ECOPETROL 25/09/2014 00:00:00 4,600,924.00 14,733,840,835.00 3,200.00

ECOPETROL 26/09/2014 00:00:00 3,833,138.00 12,353,897,410.00 3,210.00

ECOPETROL 29/09/2014 00:00:00 4,810,496.00 15,378,411,415.00 3,205.00

ECOPETROL 30/09/2014 00:00:00 5,215,064.00 16,592,100,845.00 3,165.00

ECOPETROL 01/10/2014 00:00:00 5,524,805.00 17,378,951,760.00 3,140.00

ECOPETROL 02/10/2014 00:00:00 6,064,100.00 18,881,298,285.00 3,115.00

ECOPETROL 03/10/2014 00:00:00 2,964,553.00 9,240,557,575.00 3,110.00

ECOPETROL 06/10/2014 00:00:00 7,025,728.00 21,917,049,165.00 3,100.00

ECOPETROL 07/10/2014 00:00:00 8,155,729.00 25,197,042,425.00 3,070.00

ECOPETROL 08/10/2014 00:00:00 16,735,621.00 49,789,420,090.00 2,990.00

ECOPETROL 09/10/2014 00:00:00 16,452,039.00 49,598,059,345.00 3,030.00

ECOPETROL 10/10/2014 00:00:00 8,530,689.00 25,144,951,310.00 2,920.00

ECOPETROL 14/10/2014 00:00:00 11,210,491.00 33,212,956,600.00 2,945.00

ECOPETROL 15/10/2014 00:00:00 11,607,523.00 34,127,925,660.00 2,975.00

ECOPETROL 16/10/2014 00:00:00 11,175,805.00 33,848,088,075.00 3,050.00

ECOPETROL 17/10/2014 00:00:00 7,804,393.00 23,745,481,630.00 3,010.00

ECOPETROL 20/10/2014 00:00:00 4,926,719.00 14,853,653,745.00 3,010.00

ECOPETROL 21/10/2014 00:00:00 7,878,660.00 23,893,182,565.00 3,050.00

ECOPETROL 22/10/2014 00:00:00 7,692,544.00 22,968,353,070.00 2,930.00

ECOPETROL 23/10/2014 00:00:00 8,231,992.00 24,193,418,745.00 2,945.00

ECOPETROL 24/10/2014 00:00:00 6,728,896.00 19,802,968,910.00 2,940.00

ECOPETROL 27/10/2014 00:00:00 6,720,783.00 19,159,126,290.00 2,845.00

ECOPETROL 28/10/2014 00:00:00 10,812,553.00 30,585,921,060.00 2,835.00

ECOPETROL 29/10/2014 00:00:00 8,087,302.00 23,003,952,290.00 2,860.00

ECOPETROL 30/10/2014 00:00:00 7,641,373.00 21,560,048,465.00 2,820.00

Page 5: Analisis Macroeconomico

ECOPETROL 31/10/2014 00:00:00 10,960,888.00 30,309,597,145.00 2,750.00

ECOPETROL 04/11/2014 00:00:00 11,187,805.00 29,728,920,625.00 2,630.00

ECOPETROL 05/11/2014 00:00:00 24,478,639.00 63,961,351,390.00 2,675.00

ECOPETROL 06/11/2014 00:00:00 13,293,147.00 35,858,733,990.00 2,675.00

ECOPETROL 07/11/2014 00:00:00 10,133,618.00 27,361,881,835.00 2,690.00

ECOPETROL 10/11/2014 00:00:00 6,172,015.00 16,599,519,770.00 2,675.00

ECOPETROL 11/11/2014 00:00:00 14,284,387.00 37,557,799,535.00 2,660.00

ECOPETROL 12/11/2014 00:00:00 11,817,608.00 31,641,532,340.00 2,675.00

ECOPETROL 13/11/2014 00:00:00 10,079,944.00 26,446,041,785.00 2,635.00

ECOPETROL 14/11/2014 00:00:00 12,136,688.00 32,125,848,470.00 2,665.00

ECOPETROL 18/11/2014 00:00:00 6,643,930.00 17,767,460,645.00 2,680.00

ECOPETROL 19/11/2014 00:00:00 11,351,817.00 30,589,916,225.00 2,690.00

ECOPETROL 20/11/2014 00:00:00 11,945,232.00 32,346,080,930.00 2,705.00

ECOPETROL 21/11/2014 00:00:00 17,540,414.00 47,785,343,625.00 2,715.00

ECOPETROL 24/11/2014 00:00:00 4,826,557.00 12,965,861,360.00 2,680.00

ECOPETROL 25/11/2014 00:00:00 9,449,336.00 25,088,577,000.00 2,660.00

ECOPETROL 26/11/2014 00:00:00 5,894,422.00 15,321,755,880.00 2,570.00

ECOPETROL 27/11/2014 00:00:00 6,445,226.00 15,796,995,415.00 2,425.00

ECOPETROL 28/11/2014 00:00:00 8,727,897.00 20,033,969,580.00 2,290.00

ECOPETROL 01/12/2014 00:00:00 7,997,464.00 18,176,787,295.00 2,285.00

ECOPETROL 1/2/2013 5,450.00ECOPETROL 1/3/2013 5,490.00ECOPETROL 1/4/2013 5,520.00ECOPETROL 1/8/2013 5,430.00ECOPETROL 1/9/2013 5,450.00ECOPETROL 1/10/2013 5,460.00ECOPETROL 1/11/2013 5,450.00ECOPETROL 1/14/2013 5,460.00ECOPETROL 1/15/2013 5,440.00ECOPETROL 1/16/2013 5,450.00ECOPETROL 1/17/2013 5,440.00ECOPETROL 1/18/2013 5,490.00ECOPETROL 1/21/2013 5,500.00ECOPETROL 1/22/2013 5,480.00ECOPETROL 1/23/2013 5,560.00ECOPETROL 1/24/2013 5,590.00ECOPETROL 1/25/2013 5,600.00ECOPETROL 1/28/2013 5,600.00ECOPETROL 1/29/2013 5,640.00ECOPETROL 1/30/2013 5,620.00ECOPETROL 1/31/2013 5,620.00ECOPETROL 2/1/2013 5,650.00ECOPETROL 2/4/2013 5,700.00

Page 6: Analisis Macroeconomico

ECOPETROL 2/5/2013 5,710.00ECOPETROL 2/6/2013 5,600.00ECOPETROL 2/7/2013 5,510.00ECOPETROL 2/8/2013 5,500.00ECOPETROL 2/11/2013 5,440.00ECOPETROL 2/12/2013 5,420.00ECOPETROL 2/13/2013 5,430.00ECOPETROL 2/14/2013 5,450.00ECOPETROL 2/15/2013 5,410.00ECOPETROL 2/18/2013 5,410.00ECOPETROL 2/19/2013 5,220.00ECOPETROL 2/20/2013 5,190.00ECOPETROL 2/21/2013 5,230.00ECOPETROL 2/22/2013 5,280.00ECOPETROL 2/25/2013 5,270.00ECOPETROL 2/26/2013 5,220.00ECOPETROL 2/27/2013 5,230.00ECOPETROL 2/28/2013 5,210.00ECOPETROL 3/1/2013 5,200.00ECOPETROL 3/4/2013 5,150.00ECOPETROL 3/5/2013 5,120.00ECOPETROL 3/6/2013 5,090.00ECOPETROL 3/7/2013 5,060.00ECOPETROL 3/8/2013 5,140.00ECOPETROL 3/11/2013 5,140.00ECOPETROL 3/12/2013 5,110.00ECOPETROL 3/13/2013 5,100.00ECOPETROL 3/14/2013 5,100.00ECOPETROL 3/15/2013 5,100.00ECOPETROL 3/18/2013 4,960.00ECOPETROL 3/19/2013 4,895.00ECOPETROL 3/20/2013 4,900.00ECOPETROL 3/21/2013 4,955.00ECOPETROL 3/22/2013 5,030.00ECOPETROL 3/26/2013 5,070.00ECOPETROL 3/27/2013 5,050.00ECOPETROL 4/1/2013 4,980.00ECOPETROL 4/2/2013 4,975.00ECOPETROL 4/3/2013 4,900.00ECOPETROL 4/4/2013 4,935.00ECOPETROL 4/5/2013 5,020.00ECOPETROL 4/8/2013 4,935.00ECOPETROL 4/9/2013 4,620.00

Page 7: Analisis Macroeconomico

ECOPETROL 4/10/2013 4,525.00ECOPETROL 4/11/2013 4,550.00ECOPETROL 4/12/2013 4,450.00ECOPETROL 4/15/2013 4,225.00ECOPETROL 4/16/2013 4,395.00ECOPETROL 4/17/2013 4,330.00ECOPETROL 4/18/2013 4,310.00ECOPETROL 4/19/2013 4,345.00ECOPETROL 4/22/2013 4,360.00ECOPETROL 4/23/2013 4,375.00ECOPETROL 4/24/2013 4,410.00ECOPETROL 4/25/2013 4,405.00ECOPETROL 4/26/2013 4,335.00ECOPETROL 4/29/2013 4,340.00ECOPETROL 4/30/2013 4,390.00ECOPETROL 5/2/2013 4,290.00ECOPETROL 5/3/2013 4,320.00ECOPETROL 5/6/2013 4,180.00ECOPETROL 5/7/2013 4,200.00ECOPETROL 5/8/2013 4,200.00ECOPETROL 5/9/2013 4,180.00ECOPETROL 5/10/2013 4,135.00ECOPETROL 5/14/2013 4,125.00ECOPETROL 5/15/2013 4,140.00ECOPETROL 5/16/2013 4,125.00ECOPETROL 5/17/2013 4,075.00ECOPETROL 5/20/2013 3,995.00ECOPETROL 5/21/2013 40.00ECOPETROL 5/22/2013 4,015.00ECOPETROL 5/23/2013 4,135.00ECOPETROL 5/24/2013 4,155.00ECOPETROL 5/27/2013 4,170.00ECOPETROL 5/28/2013 4,190.00ECOPETROL 5/29/2013 4,195.00ECOPETROL 5/30/2013 4,205.00ECOPETROL 5/31/2013 4,080.00ECOPETROL 6/4/2013 4,120.00ECOPETROL 6/5/2013 4,110.00ECOPETROL 6/6/2013 4,085.00ECOPETROL 6/7/2013 4,135.00ECOPETROL 6/11/2013 4,060.00ECOPETROL 6/12/2013 3,955.00ECOPETROL 6/13/2013 3,975.00

Page 8: Analisis Macroeconomico

ECOPETROL 6/14/2013 40.00ECOPETROL 6/17/2013 4,085.00ECOPETROL 6/18/2013 4,180.00ECOPETROL 6/19/2013 4,120.00ECOPETROL 6/20/2013 3,960.00ECOPETROL 6/21/2013 3,975.00ECOPETROL 6/24/2013 3,850.00ECOPETROL 6/25/2013 3,850.00ECOPETROL 6/26/2013 3,885.00ECOPETROL 6/27/2013 3,900.00ECOPETROL 6/28/2013 4,080.00ECOPETROL 7/2/2013 4,080.00ECOPETROL 7/3/2013 4,045.00ECOPETROL 7/4/2013 4,100.00ECOPETROL 7/5/2013 4,035.00ECOPETROL 7/8/2013 4,010.00ECOPETROL 7/9/2013 3,955.00ECOPETROL 7/10/2013 3,875.00ECOPETROL 7/11/2013 4,050.00ECOPETROL 7/12/2013 4,060.00ECOPETROL 7/15/2013 4,140.00ECOPETROL 7/16/2013 4,160.00ECOPETROL 7/17/2013 4,235.00ECOPETROL 7/18/2013 4,295.00ECOPETROL 7/19/2013 4,330.00ECOPETROL 7/22/2013 4,320.00ECOPETROL 7/23/2013 4,390.00ECOPETROL 7/24/2013 4,385.00ECOPETROL 7/25/2013 4,340.00ECOPETROL 7/26/2013 4,325.00ECOPETROL 7/29/2013 4,300.00ECOPETROL 7/30/2013 4,305.00ECOPETROL 7/31/2013 4,335.00ECOPETROL 8/1/2013 4,350.00ECOPETROL 8/2/2013 4,330.00ECOPETROL 8/5/2013 4,345.00ECOPETROL 8/6/2013 4,455.00ECOPETROL 8/8/2013 4,320.00ECOPETROL 8/9/2013 4,340.00ECOPETROL 8/12/2013 4,335.00ECOPETROL 8/13/2013 4,340.00ECOPETROL 8/14/2013 4,355.00ECOPETROL 8/15/2013 4,345.00

Page 9: Analisis Macroeconomico

ECOPETROL 8/16/2013 4,370.00ECOPETROL 8/20/2013 4,390.00ECOPETROL 8/21/2013 4,360.00ECOPETROL 8/22/2013 4,360.00ECOPETROL 8/23/2013 4,350.00ECOPETROL 8/26/2013 4,355.00ECOPETROL 8/27/2013 4,370.00ECOPETROL 8/28/2013 4,465.00ECOPETROL 8/29/2013 4,385.00ECOPETROL 8/30/2013 4,335.00ECOPETROL 9/2/2013 4,355.00ECOPETROL 9/3/2013 4,350.00ECOPETROL 9/4/2013 4,395.00ECOPETROL 9/5/2013 4,415.00ECOPETROL 9/6/2013 4,390.00ECOPETROL 9/9/2013 4,425.00ECOPETROL 9/10/2013 4,495.00ECOPETROL 9/11/2013 4,495.00ECOPETROL 9/12/2013 4,490.00ECOPETROL 9/13/2013 4,450.00ECOPETROL 9/16/2013 4,435.00ECOPETROL 9/17/2013 4,445.00ECOPETROL 9/18/2013 4,490.00ECOPETROL 9/19/2013 4,425.00ECOPETROL 9/20/2013 4,440.00ECOPETROL 9/23/2013 4,465.00ECOPETROL 9/24/2013 4,460.00ECOPETROL 9/25/2013 4,445.00ECOPETROL 9/26/2013 4,435.00ECOPETROL 9/27/2013 4,425.00ECOPETROL 9/30/2013 4,380.00ECOPETROL 10/1/2013 4,375.00ECOPETROL 10/2/2013 4,340.00ECOPETROL 10/3/2013 4,335.00ECOPETROL 10/4/2013 4,325.00ECOPETROL 10/7/2013 4,340.00ECOPETROL 10/8/2013 4,355.00ECOPETROL 10/9/2013 4,320.00ECOPETROL 10/10/2013 4,360.00ECOPETROL 10/11/2013 4,385.00ECOPETROL 10/15/2013 4,460.00ECOPETROL 10/16/2013 4,515.00ECOPETROL 10/17/2013 4,515.00

Page 10: Analisis Macroeconomico

ECOPETROL 10/18/2013 4,570.00ECOPETROL 10/21/2013 4,565.00ECOPETROL 10/22/2013 4,535.00ECOPETROL 10/23/2013 4,540.00ECOPETROL 10/24/2013 4,590.00ECOPETROL 10/25/2013 4,590.00ECOPETROL 10/28/2013 4,555.00ECOPETROL 10/29/2013 4,555.00ECOPETROL 10/30/2013 4,470.00ECOPETROL 10/31/2013 4,500.00ECOPETROL 11/1/2013 4,470.00ECOPETROL 11/5/2013 4,410.00ECOPETROL 11/6/2013 4,490.00ECOPETROL 11/7/2013 4,415.00ECOPETROL 11/8/2013 4,235.00ECOPETROL 11/12/2013 4,030.00ECOPETROL 11/13/2013 4,175.00ECOPETROL 11/14/2013 4,150.00ECOPETROL 11/15/2013 4,110.00ECOPETROL 11/18/2013 4,070.00ECOPETROL 11/19/2013 4,050.00ECOPETROL 11/20/2013 4,055.00ECOPETROL 11/21/2013 4,035.00ECOPETROL 11/22/2013 4,045.00ECOPETROL 11/25/2013 3,980.00ECOPETROL 11/26/2013 3,925.00ECOPETROL 11/27/2013 3,905.00ECOPETROL 11/28/2013 3,935.00ECOPETROL 11/29/2013 3,935.00ECOPETROL 12/2/2013 4,035.00ECOPETROL 12/3/2013 4,025.00ECOPETROL 12/4/2013 3,975.00ECOPETROL 12/5/2013 4,030.00ECOPETROL 12/6/2013 4,100.00ECOPETROL 12/9/2013 4,160.00ECOPETROL 12/10/2013 4,135.00ECOPETROL 12/11/2013 4,155.00ECOPETROL 12/12/2013 4,145.00ECOPETROL 12/13/2013 4,130.00ECOPETROL 12/16/2013 3,865.00ECOPETROL 12/17/2013 3,875.00ECOPETROL 12/18/2013 3,705.00ECOPETROL 12/19/2013 3,695.00

Page 11: Analisis Macroeconomico

ECOPETROL 12/20/2013 3,790.00ECOPETROL 12/23/2013 3,735.00ECOPETROL 12/24/2013 3,800.00ECOPETROL 12/26/2013 3,735.00ECOPETROL 12/27/2013 3,740.00ECOPETROL 12/30/2013 3,700.00ECOPETROL 1/2/2014 3,700.00ECOPETROL 1/3/2014 3,650.00ECOPETROL 1/7/2014 3,550.00ECOPETROL 1/8/2014 3,465.00ECOPETROL 1/9/2014 3,445.00ECOPETROL 1/10/2014 3,415.00ECOPETROL 1/13/2014 3,415.00ECOPETROL 1/14/2014 3,425.00ECOPETROL 1/15/2014 3,485.00ECOPETROL 1/16/2014 3,440.00ECOPETROL 1/17/2014 3,485.00ECOPETROL 1/20/2014 3,490.00ECOPETROL 1/21/2014 3,480.00ECOPETROL 1/22/2014 3,520.00ECOPETROL 1/23/2014 3,470.00ECOPETROL 1/24/2014 3,390.00ECOPETROL 1/27/2014 3,425.00ECOPETROL 1/28/2014 3,455.00ECOPETROL 1/29/2014 3,405.00ECOPETROL 1/30/2014 3,510.00ECOPETROL 1/31/2014 3,520.00ECOPETROL 2/3/2014 3,480.00ECOPETROL 2/4/2014 3,480.00ECOPETROL 2/5/2014 3,560.00ECOPETROL 2/6/2014 3,620.00ECOPETROL 2/7/2014 3,590.00ECOPETROL 2/10/2014 3,540.00ECOPETROL 2/11/2014 3,590.00ECOPETROL 2/12/2014 3,700.00ECOPETROL 2/13/2014 3,670.00ECOPETROL 2/14/2014 3,655.00ECOPETROL 2/17/2014 3,625.00ECOPETROL 2/18/2014 3,695.00ECOPETROL 2/19/2014 3,770.00ECOPETROL 2/20/2014 3,680.00ECOPETROL 2/21/2014 3,610.00ECOPETROL 2/24/2014 3,635.00

Page 12: Analisis Macroeconomico

ECOPETROL 2/25/2014 3,540.00ECOPETROL 2/26/2014 3,430.00ECOPETROL 2/27/2014 3,440.00ECOPETROL 2/28/2014 3,500.00ECOPETROL 3/3/2014 3,430.00ECOPETROL 3/4/2014 3,510.00ECOPETROL 3/5/2014 3,585.00ECOPETROL 3/6/2014 3,650.00ECOPETROL 3/7/2014 3,630.00ECOPETROL 3/10/2014 3,605.00ECOPETROL 3/11/2014 3,635.00ECOPETROL 3/12/2014 3,625.00ECOPETROL 3/13/2014 3,635.00ECOPETROL 3/14/2014 3,600.00ECOPETROL 3/17/2014 3,605.00ECOPETROL 3/18/2014 3,625.00ECOPETROL 3/19/2014 3,675.00ECOPETROL 3/20/2014 3,700.00ECOPETROL 3/21/2014 3,720.00ECOPETROL 3/25/2014 3,825.00ECOPETROL 3/27/2014 3,910.00ECOPETROL 3/28/2014 3,975.00ECOPETROL 3/31/2014 4,030.00ECOPETROL 4/1/2014 40.00ECOPETROL 4/2/2014 4,030.00ECOPETROL 4/3/2014 4,025.00ECOPETROL 4/4/2014 3,970.00ECOPETROL 4/7/2014 3,945.00ECOPETROL 4/8/2014 3,875.00ECOPETROL 4/9/2014 3,900.00ECOPETROL 4/10/2014 3,945.00ECOPETROL 4/11/2014 3,925.00ECOPETROL 4/14/2014 3,950.00ECOPETROL 4/15/2014 3,960.00ECOPETROL 4/16/2014 3,885.00ECOPETROL 4/21/2014 3,830.00ECOPETROL 4/22/2014 3,580.00ECOPETROL 4/23/2014 3,510.00ECOPETROL 4/24/2014 3,500.00ECOPETROL 4/25/2014 3,545.00ECOPETROL 4/28/2014 3,450.00ECOPETROL 4/29/2014 3,500.00ECOPETROL 4/30/2014 3,605.00

Page 13: Analisis Macroeconomico

ECOPETROL 5/2/2014 3,555.00ECOPETROL 5/5/2014 3,480.00ECOPETROL 5/6/2014 3,480.00ECOPETROL 5/7/2014 3,515.00ECOPETROL 5/8/2014 3,515.00ECOPETROL 5/9/2014 3,525.00ECOPETROL 5/12/2014 3,525.00ECOPETROL 5/13/2014 3,525.00ECOPETROL 5/14/2014 3,570.00ECOPETROL 5/15/2014 3,595.00ECOPETROL 5/16/2014 3,610.00ECOPETROL 5/19/2014 3,630.00ECOPETROL 5/20/2014 3,570.00ECOPETROL 5/21/2014 3,625.00ECOPETROL 5/22/2014 3,555.00ECOPETROL 5/23/2014 3,515.00ECOPETROL 5/26/2014 3,515.00ECOPETROL 5/27/2014 3,490.00ECOPETROL 5/28/2014 3,455.00ECOPETROL 5/29/2014 3,500.00ECOPETROL 5/30/2014 3,430.00ECOPETROL 6/3/2014 3,490.00ECOPETROL 6/4/2014 3,480.00ECOPETROL 6/5/2014 3,520.00ECOPETROL 6/6/2014 3,500.00ECOPETROL 6/9/2014 3,510.00ECOPETROL 6/10/2014 3,650.00ECOPETROL 6/11/2014 3,645.00ECOPETROL 6/12/2014 3,615.00ECOPETROL 6/13/2014 3,645.00ECOPETROL 6/16/2014 3,645.00ECOPETROL 6/17/2014 3,520.00ECOPETROL 6/18/2014 3,510.00ECOPETROL 6/19/2014 3,475.00ECOPETROL 6/20/2014 3,480.00ECOPETROL 6/24/2014 3,485.00ECOPETROL 6/25/2014 3,490.00ECOPETROL 6/26/2014 3,430.00ECOPETROL 6/27/2014 3,410.00ECOPETROL 7/1/2014 3,370.00ECOPETROL 7/2/2014 3,340.00ECOPETROL 7/3/2014 3,350.00ECOPETROL 7/4/2014 3,320.00

Page 14: Analisis Macroeconomico

ECOPETROL 7/7/2014 3,345.00ECOPETROL 7/8/2014 3,230.00ECOPETROL 7/9/2014 3,160.00ECOPETROL 7/10/2014 3,190.00ECOPETROL 7/11/2014 3,250.00ECOPETROL 7/14/2014 3,185.00ECOPETROL 7/15/2014 3,225.00ECOPETROL 7/16/2014 3,315.00ECOPETROL 7/17/2014 3,310.00ECOPETROL 7/18/2014 3,305.00ECOPETROL 7/21/2014 3,300.00ECOPETROL 7/22/2014 3,300.00ECOPETROL 7/23/2014 3,270.00ECOPETROL 7/24/2014 3,215.00ECOPETROL 7/25/2014 3,240.00ECOPETROL 7/28/2014 3,270.00ECOPETROL 7/29/2014 3,200.00ECOPETROL 7/30/2014 3,210.00ECOPETROL 7/31/2014 3,180.00ECOPETROL 8/1/2014 3,130.00ECOPETROL 8/4/2014 3,190.00ECOPETROL 8/5/2014 3,255.00ECOPETROL 8/6/2014 3,275.00ECOPETROL 8/8/2014 3,245.00ECOPETROL 8/11/2014 3,250.00ECOPETROL 8/12/2014 3,160.00ECOPETROL 8/13/2014 3,195.00ECOPETROL 8/14/2014 3,110.00ECOPETROL 8/15/2014 3,135.00ECOPETROL 8/19/2014 3,170.00ECOPETROL 8/20/2014 3,240.00ECOPETROL 8/21/2014 3,255.00ECOPETROL 8/22/2014 3,190.00ECOPETROL 8/25/2014 3,215.00ECOPETROL 8/26/2014 3,275.00ECOPETROL 8/27/2014 3,330.00ECOPETROL 8/28/2014 3,305.00ECOPETROL 8/29/2014 3,325.00ECOPETROL 9/1/2014 3,335.00ECOPETROL 9/2/2014 3,365.00ECOPETROL 9/3/2014 3,380.00ECOPETROL 9/4/2014 3,365.00ECOPETROL 9/5/2014 3,365.00

Page 15: Analisis Macroeconomico

ECOPETROL 9/8/2014 3,335.00ECOPETROL 9/9/2014 3,375.00ECOPETROL 9/10/2014 3,375.00ECOPETROL 9/11/2014 3,365.00ECOPETROL 9/12/2014 3,345.00ECOPETROL 9/15/2014 3,350.00ECOPETROL 9/16/2014 3,355.00ECOPETROL 9/17/2014 3,360.00ECOPETROL 9/18/2014 3,340.00ECOPETROL 9/19/2014 3,360.00ECOPETROL 9/22/2014 3,280.00ECOPETROL 9/23/2014 3,245.00ECOPETROL 9/24/2014 3,230.00ECOPETROL 9/25/2014 3,200.00ECOPETROL 9/26/2014 3,210.00ECOPETROL 9/29/2014 3,205.00ECOPETROL 9/30/2014 3,165.00ECOPETROL 10/1/2014 3,140.00ECOPETROL 10/2/2014 3,115.00ECOPETROL 10/3/2014 3,110.00ECOPETROL 10/6/2014 3,100.00ECOPETROL 10/7/2014 3,070.00ECOPETROL 10/8/2014 2,990.00ECOPETROL 10/9/2014 3,030.00ECOPETROL 10/10/2014 2,920.00ECOPETROL 10/14/2014 2,945.00ECOPETROL 10/15/2014 2,975.00ECOPETROL 10/16/2014 3,050.00ECOPETROL 10/17/2014 3,010.00ECOPETROL 10/20/2014 3,010.00ECOPETROL 10/21/2014 3,050.00ECOPETROL 10/22/2014 2,930.00ECOPETROL 10/23/2014 2,945.00ECOPETROL 10/24/2014 2,940.00ECOPETROL 10/27/2014 2,845.00ECOPETROL 10/28/2014 2,835.00ECOPETROL 10/29/2014 2,860.00ECOPETROL 10/30/2014 2,820.00ECOPETROL 10/31/2014 2,750.00ECOPETROL 11/4/2014 2,630.00ECOPETROL 11/5/2014 2,675.00ECOPETROL 11/6/2014 2,675.00ECOPETROL 11/7/2014 2,690.00

Page 16: Analisis Macroeconomico

ECOPETROL 11/10/2014 2,675.00ECOPETROL 11/11/2014 2,660.00ECOPETROL 11/12/2014 2,675.00ECOPETROL 11/13/2014 2,635.00ECOPETROL 11/14/2014 2,665.00ECOPETROL 11/18/2014 2,680.00ECOPETROL 11/19/2014 2,690.00ECOPETROL 11/20/2014 2,705.00ECOPETROL 11/21/2014 2,715.00ECOPETROL 11/24/2014 2,680.00ECOPETROL 11/25/2014 2,660.00ECOPETROL 11/26/2014 2,570.00ECOPETROL 11/27/2014 2,425.00ECOPETROL 11/28/2014 2,290.00

Page 17: Analisis Macroeconomico

Precio MayorPrecio MedioPrecio MenorVariacion% Variacion AbsRentabilidad

3,410.00 3,368.11 3,360.00 -1.17 -40.003,370.00 3,336.25 3,305.00 -.89 -30.00 -0.008902083,365.00 3,349.68 3,320.00 .30 10.00 0.002994013,350.00 3,331.88 3,320.00 -.90 -30.00 -0.008955223,355.00 3,337.34 3,320.00 .75 25.00 0.007530123,360.00 3,277.32 3,220.00 -3.44 -115.00 -0.034379673,230.00 3,168.26 3,125.00 -2.17 -70.00 -0.021671833,190.00 3,145.61 3,100.00 .95 30.00 0.009493673,250.00 3,220.01 3,160.00 1.88 60.00 0.018808783,260.00 3,195.86 3,150.00 -2.00 -65.00 -0.023,225.00 3,203.92 3,175.00 1.26 40.00 0.012558873,335.00 3,293.59 3,210.00 2.79 90.00 0.027906983,340.00 3,301.93 3,255.00 -.15 -5.00 -0.00150833,345.00 3,319.74 3,285.00 -.15 -5.00 -0.001510573,325.00 3,309.23 3,300.00 -.15 -5.00 -0.001512863,320.00 3,296.48 3,280.00 .00 .00 03,300.00 3,281.11 3,260.00 -.91 -30.00 -0.009090913,260.00 3,221.68 3,180.00 -1.68 -55.00 -0.016819573,250.00 3,234.49 3,215.00 .78 25.00 0.007776053,300.00 3,279.09 3,250.00 .93 30.00 0.009259263,280.00 3,218.87 3,185.00 -2.14 -70.00 -0.021406733,230.00 3,195.47 3,175.00 .31 10.00 0.0031253,220.00 3,188.66 3,180.00 -.93 -30.00 -0.009345793,210.00 3,157.74 3,120.00 -1.57 -50.00 -0.015723273,190.00 3,168.44 3,130.00 1.92 60.00 0.019169333,255.00 3,225.50 3,175.00 2.04 65.00 0.020376183,295.00 3,270.01 3,230.00 .61 20.00 0.006144393,265.00 3,246.02 3,230.00 -.92 -30.00 -0.009160313,270.00 3,248.86 3,230.00 .15 5.00 0.001540833,255.00 3,192.64 3,160.00 -2.77 -90.00 -0.027692313,195.00 3,145.98 3,105.00 1.11 35.00 0.011075953,200.00 3,116.39 3,090.00 -2.66 -85.00 -0.026604073,140.00 3,124.92 3,110.00 .80 25.00 0.008038593,185.00 3,173.57 3,145.00 1.12 35.00 0.011164273,250.00 3,230.56 3,185.00 2.21 70.00 0.022082023,255.00 3,234.91 3,210.00 .46 15.00 0.004629633,235.00 3,197.85 3,180.00 -2.00 -65.00 -0.019969283,225.00 3,199.96 3,185.00 .78 25.00 0.007836993,275.00 3,239.82 3,210.00 1.87 60.00 0.018662523,335.00 3,306.69 3,260.00 1.68 55.00 0.016793893,335.00 3,322.20 3,305.00 -.75 -25.00 -0.007507513,330.00 3,321.25 3,305.00 .61 20.00 0.00605144

Page 18: Analisis Macroeconomico

3,355.00 3,345.83 3,320.00 .30 10.00 0.003007523,395.00 3,370.93 3,330.00 .90 30.00 0.00899553,380.00 3,373.51 3,360.00 .45 15.00 0.004457653,420.00 3,394.58 3,360.00 -.44 -15.00 -0.004437873,385.00 3,368.55 3,355.00 .00 .00 03,365.00 3,332.67 3,320.00 -.89 -30.00 -0.00891533,390.00 3,370.86 3,315.00 1.20 40.00 0.0119943,395.00 3,376.95 3,360.00 .00 .00 03,385.00 3,368.65 3,350.00 -.30 -10.00 -0.002962963,370.00 3,355.73 3,340.00 -.59 -20.00 -0.005943543,350.00 3,343.02 3,330.00 .15 5.00 0.001494773,380.00 3,366.26 3,335.00 .15 5.00 0.001492543,360.00 3,350.61 3,335.00 .15 5.00 0.001490313,375.00 3,352.88 3,335.00 -.60 -20.00 -0.005952383,360.00 3,330.59 3,285.00 .60 20.00 0.005988023,360.00 3,302.44 3,280.00 -2.38 -80.00 -0.023809523,290.00 3,245.46 3,220.00 -1.07 -35.00 -0.010670733,255.00 3,238.02 3,220.00 -.46 -15.00 -0.00462253,230.00 3,202.37 3,185.00 -.93 -30.00 -0.009287933,245.00 3,222.92 3,190.00 .31 10.00 0.0031253,210.00 3,196.85 3,185.00 -.16 -5.00 -0.001557633,205.00 3,181.57 3,165.00 -1.25 -40.00 -0.01248053,175.00 3,145.62 3,120.00 -.79 -25.00 -0.007898893,140.00 3,113.62 3,100.00 -.80 -25.00 -0.007961783,150.00 3,117.02 3,105.00 -.16 -5.00 -0.001605143,160.00 3,119.54 3,095.00 -.32 -10.00 -0.003215433,115.00 3,089.49 3,050.00 -.97 -30.00 -0.009677423,080.00 2,975.06 2,930.00 -2.61 -80.00 -0.026058633,035.00 3,014.71 2,965.00 1.34 40.00 0.013377933,000.00 2,947.59 2,920.00 -3.63 -110.00 -0.036303633,000.00 2,962.67 2,915.00 .86 25.00 0.008561642,980.00 2,940.16 2,900.00 1.02 30.00 0.010186763,055.00 3,028.69 2,935.00 2.52 75.00 0.025210083,095.00 3,042.58 2,995.00 -1.31 -40.00 -0.013114753,035.00 3,014.92 2,995.00 .00 .00 03,050.00 3,032.65 3,010.00 1.33 40.00 0.013289043,050.00 2,985.79 2,930.00 -3.93 -120.00 -0.039344262,960.00 2,938.95 2,910.00 .51 15.00 0.005119452,955.00 2,942.97 2,915.00 -.17 -5.00 -0.001697792,950.00 2,850.73 2,835.00 -3.23 -95.00 -0.032312932,870.00 2,828.74 2,780.00 -.35 -10.00 -0.003514942,865.00 2,844.45 2,810.00 .88 25.00 0.008818342,890.00 2,821.49 2,800.00 -1.40 -40.00 -0.01398601

Page 19: Analisis Macroeconomico

2,810.00 2,765.25 2,730.00 -2.48 -70.00 -0.02482272,730.00 2,657.26 2,625.00 -4.36 -120.00 -0.043636362,680.00 2,612.95 2,555.00 1.71 45.00 0.017110272,735.00 2,697.54 2,640.00 .00 .00 02,720.00 2,700.11 2,655.00 .56 15.00 0.005607482,730.00 2,689.48 2,675.00 -.56 -15.00 -0.005576212,680.00 2,629.29 2,600.00 -.56 -15.00 -0.005607482,710.00 2,677.49 2,630.00 .56 15.00 0.00563912,675.00 2,623.63 2,590.00 -1.50 -40.00 -0.014953272,670.00 2,647.00 2,620.00 1.14 30.00 0.01138522,695.00 2,674.24 2,645.00 .56 15.00 0.005628522,715.00 2,694.72 2,670.00 .37 10.00 0.003731342,730.00 2,707.87 2,690.00 .56 15.00 0.005576212,760.00 2,724.30 2,700.00 .37 10.00 0.003696862,715.00 2,686.36 2,670.00 -1.29 -35.00 -0.012891342,690.00 2,655.06 2,635.00 -.75 -20.00 -0.007462692,660.00 2,599.37 2,570.00 -3.38 -90.00 -0.033834592,555.00 2,450.96 2,410.00 -5.64 -145.00 -0.056420232,475.00 2,295.39 2,230.00 -5.57 -135.00 -0.05567012,310.00 2,272.82 2,235.00 -.22 -5.00 -0.00218341

0.00733945

0.005464481

-0.016304348

0.003683241

0.001834862

-0.001831502

0.001834862

-0.003663004

0.001838235

-0.001834862

0.009191176

0.001821494

-0.003636364

0.01459854

0.005395683

0.001788909

0

0.007142857

-0.003546099

0

0.005338078

0.008849558

0.001754386

Page 20: Analisis Macroeconomico

-0.019264448

-0.016071429

-0.001814882

-0.010909091

-0.003676471

0.001845018

0.003683241

-0.00733945

0

-0.035120148

-0.005747126

0.007707129

0.009560229

-0.001893939

-0.009487666

0.001915709

-0.003824092

-0.001919386

-0.009615385

-0.005825243

-0.005859375

-0.00589391

0.015810277

0

-0.005836576

-0.001956947

0

0

-0.02745098

-0.013104839

0.00102145

0.01122449

0.015136226

0.007952286

-0.003944773

-0.013861386

-0.001004016

-0.015075377

0.007142857

0.017223911

-0.016932271

-0.063829787

-0.020562771

Page 21: Analisis Macroeconomico

0.005524862

-0.021978022

-0.050561798

0.040236686

-0.014789534

-0.004618938

0.00812065

0.003452244

0.003440367

0.008

-0.001133787

-0.015891033

0.001153403

0.011520737

-0.022779043

0.006993007

-0.032407407

0.004784689

0

-0.004761905

-0.01076555

-0.00241838

0.003636364

-0.003623188

-0.012121212

-0.019631902

-0.989987484

99.375

0.02988792

0.004836759

0.003610108

0.004796163

0.001193317

0.00238379

-0.029726516

0.009803922

-0.002427184

-0.006082725

0.012239902

-0.018137848

-0.025862069

0.00505689

-0.989937107

Page 22: Analisis Macroeconomico

101.125

0.023255814

-0.014354067

-0.038834951

0.003787879

-0.031446541

0

0.009090909

0.003861004

0.046153846

0

-0.008578431

0.013597033

-0.015853659

-0.006195787

-0.013715711

-0.02022756

0.04516129

0.002469136

0.019704433

0.004830918

0.018028846

0.014167651

0.00814901

-0.002309469

0.016203704

-0.001138952

-0.010262258

-0.003456221

-0.005780347

0.001162791

0.006968641

0.003460208

-0.004597701

0.003464203

0.025316456

-0.03030303

0.00462963

-0.001152074

0.001153403

0.003456221

-0.002296211

0.00575374

Page 23: Analisis Macroeconomico

0.004576659

-0.006833713

0

-0.002293578

0.001149425

0.003444317

0.02173913

-0.017917133

-0.011402509

0.00461361

-0.001148106

0.010344828

0.004550626

-0.005662514

0.007972665

0.015819209

0

-0.001112347

-0.008908686

-0.003370787

0.002254791

0.010123735

-0.014476615

0.003389831

0.005630631

-0.001119821

-0.003363229

-0.002249719

-0.002254791

-0.010169492

-0.001141553

-0.008

-0.001152074

-0.002306805

0.003468208

0.003456221

-0.008036739

0.009259259

0.005733945

0.017103763

0.012331839

0

0.012181617

Page 24: Analisis Macroeconomico

-0.001094092

-0.006571742

0.001102536

0.011013216

0

-0.007625272

0

-0.018660812

0.006711409

-0.006666667

-0.013422819

0.01814059

-0.016703786

-0.040770102

-0.048406139

0.035980149

-0.005988024

-0.009638554

-0.00973236

-0.004914005

0.001234568

-0.004932182

0.002478315

-0.016069221

-0.013819095

-0.005095541

0.007682458

0

0.025412961

-0.002478315

-0.01242236

0.013836478

0.017369727

0.014634146

-0.006009615

0.004836759

-0.002406739

-0.003618818

-0.064164649

0.002587322

-0.043870968

-0.002699055

0.025710419

Page 25: Analisis Macroeconomico

-0.014511873

0.017402945

-0.017105263

0.001338688

-0.010695187

0

-0.013513514

-0.02739726

-0.023943662

-0.005772006

-0.008708273

0

0.002928258

0.017518248

-0.012912482

0.013081395

0.00143472

-0.00286533

0.011494253

-0.014204545

-0.023054755

0.010324484

0.008759124

-0.01447178

0.030837004

0.002849003

-0.011363636

0

0.022988506

0.016853933

-0.008287293

-0.013927577

0.014124294

0.030640669

-0.008108108

-0.004087193

-0.008207934

0.019310345

0.0202977

-0.023872679

-0.019021739

0.006925208

-0.026134801

Page 26: Analisis Macroeconomico

-0.031073446

0.002915452

0.01744186

-0.02

0.023323615

0.021367521

0.018131102

-0.005479452

-0.006887052

0.008321775

-0.002751032

0.002758621

-0.009628611

0.001388889

0.00554785

0.013793103

0.006802721

0.005405405

0.028225806

0.022222222

0.016624041

0.013836478

-0.990074442

99.75

-0.001240695

-0.013664596

-0.006297229

-0.01774398

0.006451613

0.011538462

-0.005069708

0.006369427

0.002531646

-0.018939394

-0.014157014

-0.065274151

-0.019553073

-0.002849003

0.012857143

-0.026798307

0.014492754

0.03

-0.013869626

Page 27: Analisis Macroeconomico

-0.021097046

0

0.010057471

0

0.00284495

0

0

0.012765957

0.007002801

0.004172462

0.005540166

-0.016528926

0.015406162

-0.019310345

-0.011251758

0

-0.007112376

-0.010028653

0.013024602

-0.02

0.017492711

-0.00286533

0.011494253

-0.005681818

0.002857143

0.03988604

-0.001369863

-0.008230453

0.008298755

0

-0.034293553

-0.002840909

-0.00997151

0.001438849

0.001436782

0.00143472

-0.017191977

-0.005830904

-0.011730205

-0.008902077

0.002994012

-0.008955224

0.00753012

Page 28: Analisis Macroeconomico

-0.034379671

-0.021671827

0.009493671

0.018808777

-0.02

0.01255887

0.027906977

-0.001508296

-0.001510574

-0.001512859

0

-0.009090909

-0.016819572

0.00777605

0.009259259

-0.021406728

0.003125

-0.009345794

-0.01572327

0.019169329

0.020376176

0.006144393

-0.009160305

0.001540832

-0.027692308

0.011075949

-0.026604069

0.008038585

0.011164274

0.022082019

0.00462963

-0.019969278

0.007836991

0.018662519

0.016793893

-0.007507508

0.006051437

0.003007519

0.008995502

0.004457652

-0.00443787

0

-0.008915305

Page 29: Analisis Macroeconomico

0.011994003

0

-0.002962963

-0.005943536

0.001494768

0.001492537

0.001490313

-0.005952381

0.005988024

-0.023809524

-0.010670732

-0.004622496

-0.009287926

0.003125

-0.001557632

-0.012480499

-0.007898894

-0.007961783

-0.001605136

-0.003215434

-0.009677419

-0.026058632

0.013377926

-0.03630363

0.008561644

0.010186757

0.025210084

-0.013114754

0

0.013289037

-0.039344262

0.005119454

-0.001697793

-0.032312925

-0.003514938

0.008818342

-0.013986014

-0.024822695

-0.043636364

0.017110266

0

0.005607477

-0.005576208

Page 30: Analisis Macroeconomico

-0.005607477

0.005639098

-0.014953271

0.011385199

0.005628518

0.003731343

0.005576208

0.003696858

-0.012891344

-0.007462687

-0.033834586

-0.056420233

-0.055670103

-1

Page 31: Analisis Macroeconomico

ecopetrol ecopetrol ecopetrol Apple Inc Apple inc

Año Rentabilidad Volatilidad Rentabilidad

2013 I 5339 -0.227 121201.00 -0.3402013 II 4125 0.048 0.195 116628.33 0.0392013 III 4324 -0.033 0.058 128161.33 -0.0582013 IV 3527 -0.143 0.078 148364.67 -0.0422014 I 3553 -0.008 0.096 141467.67 0.0172014 II 3269 -0.080 0.051 169518.00 -0.0622014 III 2821 -0.137 0.040 189271.67 -0.026

Periodo (trimestre)

Valor Accion Trimestre

Valor Accion Trimeste

Page 32: Analisis Macroeconomico

Apple inc

Volatilidad

0.270.070.010.040.060.03

Page 33: Analisis Macroeconomico

ecopetrol ecopetrol ecopetrol Apple Inc Apple inc

Año Rentabilidad Volatilidad Rentabilidad

2013 I 5339 -0.227 121201.00 -0.3402013 II 4125 0.048 0.195 116628.33 0.0392013 III 4324 -0.033 0.058 128161.33 -0.0582013 IV 3527 -0.143 0.078 148364.67 -0.0422014 I 3553 -0.008 0.096 141467.67 0.0172014 II 3269 -0.080 0.051 169518.00 -0.0622014 III 2821 -0.137 0.040 189271.67 -0.026

Periodo (trimestre)

Valor Accion Trimestre

Valor Accion Trimeste

2012.8 2013 2013.2 2013.4 2013.6 2013.8 2014 2014.20.000

0.050

0.100

0.150

0.200

0.250

Column ELinear (Column E)

Periodo

Varia

cion

de la

acc

ion.

2013 2013 2013 2013 2014 2014 2014

Ecopetrol->Rentabilidad

-0.227 0.048 -0.033 -0.143 -0.008 -0.080 -0.137

Apple Inc->rentabilidad

-0.340 0.039 -0.058 -0.042 0.017 -0.062 -0.026-0.650-0.450-0.250-0.0500.150

Ecopetrol vs Apple Inc

varia

cione

s

Page 34: Analisis Macroeconomico

Tabla final

Teta (Ø) E(ri)- E(rj)0.05 -0.0024291

0.5 -0.00024292 -0.0097165

2.5 0.2265735

2013 2013 2013 2013 2014 2014 2014

Ecopetrol->Rentabilidad

-0.227 0.048 -0.033 -0.143 -0.008 -0.080 -0.137

Apple Inc->rentabilidad

-0.340 0.039 -0.058 -0.042 0.017 -0.062 -0.026-0.650-0.450-0.250-0.0500.150

Ecopetrol vs Apple Inc

varia

cione

s

Page 35: Analisis Macroeconomico

Apple inc Hogares

Volatilidad ρ Cov (ri, gc) E(ri) Teta 1 (Ø1) E(gc2)

1.02345031 0.15 -0.01097502 0.26344369 0.5 1.04750.27 0.54167305 0.15 0.01874034 0.32017806 0.5 0.29340.07 1.51715375 0.15 0.01874034 0.05478873 0.5 2.30180.01 1.2892082 0.15 0.01874034 0.1807026 0.5 1.66210.04 1.44827245 0.15 0.01874034 0.09694648 0.5 2.09750.06 1.00613915 0.15 0.01874034 0.28282125 0.5 1.01230.03 1.36152047 0.15 0.01874034 0.14497866 0.5 1.8537

Tasa Consumo

2012.8 2013 2013.2 2013.4 2013.6 2013.8 2014 2014.20.000

0.050

0.100

0.150

0.200

0.250

Column ELinear (Column E)

Periodo

Varia

cion

de la

acc

ion.

2013 2013 2013 2013 2014 20140.000

0.050

0.100

0.150

0.200

0.250

0.300

0.350

0.400

0.450

0.500

Relacion de las variaciones del precio de la accion

Apple IncEcopetrol

Axis Title

2013 2013 2013 2013 2014 2014 2014

Ecopetrol->Rentabilidad

-0.227 0.048 -0.033 -0.143 -0.008 -0.080 -0.137

Apple Inc->rentabilidad

-0.340 0.039 -0.058 -0.042 0.017 -0.062 -0.026-0.650-0.450-0.250-0.0500.150

Ecopetrol vs Apple Inc

varia

cione

s

Page 36: Analisis Macroeconomico

2013 2013 2013 2013 2014 20140.000

0.050

0.100

0.150

0.200

0.250

0.300

0.350

0.400

0.450

0.500

Relacion de las variaciones del precio de la accion

Apple IncEcopetrol

Axis Title

2013 2013 2013 2013 2014 2014 2014

Ecopetrol->Rentabilidad

-0.227 0.048 -0.033 -0.143 -0.008 -0.080 -0.137

Apple Inc->rentabilidad

-0.340 0.039 -0.058 -0.042 0.017 -0.062 -0.026-0.650-0.450-0.250-0.0500.150

Ecopetrol vs Apple Inc

varia

cione

s

1 2 3 40

0.5

1

1.5

2

2.5

3

E(ri)- E(rj)Teta (Ø)

Page 37: Analisis Macroeconomico

Cov (rj, gc) E(rj) E(ri)- E(rj) Teta 2 (Ø2) E(ri) E(rj) E(ri)- E(rj)

-0.006117 0.26587283 -0.00242913 0.05 0.17313 0.17337 -0.00024290.002423 0.31201956 0.05 0.17032 0.169500.002423 0.04663023 0.05 0.16637 0.165560.002423 0.1725441 0.05 0.17177 0.170950.002423 0.08878798 0.05 0.16829 0.167480.002423 0.27466274 0.05 0.17467 0.173850.002423 0.13682016 0.05 0.17035 0.16954

2013 2013 2013 2013 2014 20140.000

0.050

0.100

0.150

0.200

0.250

0.300

0.350

0.400

0.450

0.500

Relacion de las variaciones del precio de la accion

Apple IncEcopetrol

Axis Title

Page 38: Analisis Macroeconomico

2013 2013 2013 2013 2014 20140.000

0.050

0.100

0.150

0.200

0.250

0.300

0.350

0.400

0.450

0.500

Relacion de las variaciones del precio de la accion

Apple IncEcopetrol

Axis Title

1 2 3 40

0.5

1

1.5

2

2.5

3

E(ri)- E(rj)Teta (Ø)

Page 39: Analisis Macroeconomico

Teta 3 (Ø3) E(ri) E(rj) E(ri)- E(rj) Teta 4 (Ø4) E(ri) E(rj)

2 -0.96740101 -0.95768448 -0.00971653 2.5 -1.90140785 -1.889262182 0.3905977 0.35796368 2.5 0.26736606 0.226573542 -3.68347831 -3.71611232 2.5 -6.08044508 -6.121237592 -2.22027627 -2.25291029 2.5 -3.85163146 -3.892423972 -3.20845371 -3.24108772 2.5 -5.35900032 -5.399792842 -0.837189 -0.86982302 2.5 -1.71668375 -1.757476272 -2.65069232 -2.68332633 2.5 -4.50945164 -4.55024415