Management strategy performance
NYSE Market
| Date | Open | High | Low | Close | Adj Close | Volume | HPY | Returns-Mean | (Returns-Mean)2 |
| Feb-16 | 9,578.92 | 9,682.93 | 8,944.05 | 9,559.53 | 9,559.53 | 93,049,560,000 | |||
| Mar-16 | 9,626.88 | 10,281.69 | 9,613.96 | 10,207.37 | 10,207.37 | 92,639,420,000 | 0.0677690039 | 10,207.36 | 104,190,240.41 |
| Apr-16 | 10,132.58 | 10,593.21 | 10,004.77 | 10,436.92 | 10,436.92 | 81,124,990,000 | 0.0224886334 | 10,436.91 | 108,929,129.47 |
| May-16 | 10,450.13 | 10,503.41 | 10,119.65 | 10,441.00 | 10,441.00 | 75,101,210,000 | 0.0003909274 | 10,440.99 | 109,014,312.95 |
| Jun-16 | 10,385.93 | 10,648.05 | 9,918.72 | 10,489.76 | 10,489.76 | 86,852,700,000 | 0.0046700283 | 10,489.75 | 110,034,891.11 |
| Jul-16 | 10,495.08 | 10,815.43 | 10,308.22 | 10,785.51 | 10,785.51 | 69,530,250,000 | 0.0281941633 | 10,785.50 | 116,327,047.31 |
| Aug-16 | 10,768.75 | 10,892.15 | 10,619.39 | 10,764.75 | 10,764.75 | 75,610,310,000 | -0.001924783 | 10,764.74 | 115,879,669.30 |
| Sep-16 | 10,762.45 | 10,903.86 | 10,487.80 | 10,721.74 | 10,721.74 | 77,270,240,000 | -0.0039954264 | 10,721.73 | 114,955,541.07 |
| Oct-16 | 10,721.85 | 10,721.85 | 10,425.91 | 10,481.89 | 10,481.89 | 73,196,630,000 | -0.0223704903 | 10,481.88 | 109,869,841.88 |
| Nov-16 | 10,508.01 | 10,890.04 | 10,281.48 | 10,838.46 | 10,838.46 | 88,299,760,000 | 0.0340177511 | 10,838.45 | 117,472,039.88 |
| Dec-16 | 10,860.42 | 11,688.45 | 10,812.75 | 11,056.90 | 11,056.90 | 75,251,240,000 | 0.0201541945 | 11,056.89 | 122,254,868.29 |
| Jan-17 | 11,138.85 | 11,344.74 | 11,094.29 | 11,222.96 | 11,222.96 | 70,483,180,000 | 0.0150186367 | 11,222.95 | 125,954,649.65 |
| Feb-17 | 11,244.82 | 11,590.35 | 11,171.57 | 11,512.39 | 11,512.39 | 69,162,420,000 | 0.0257890688 | 11,512.38 | 132,534,930.11 |
| Mar-17 | 11,593.21 | 11,687.07 | 11,324.50 | 11,492.85 | 11,492.85 | 81,547,770,000 | -0.0016973052 | 11,492.84 | 132,085,407.15 |
| Apr-17 | 11,495.33 | 11,653.17 | 11,324.53 | 11,536.08 | 11,536.08 | 65,265,670,000 | 0.00376151 | 11,536.07 | 133,080,957.89 |
| May-17 | 11,550.41 | 11,666.90 | 11,374.64 | 11,598.03 | 11,598.03 | 72,244,930,000 | 0.0053701253 | 11,598.02 | 134,514,119.54 |
| Jun-17 | 11,616.21 | 11,837.60 | 11,603.41 | 11,761.70 | 11,761.70 | 77,145,350,000 | 0.0141118723 | 11,761.69 | 138,337,402.17 |
| Jul-17 | 11,801.44 | 11,989.53 | 11,684.75 | 11,967.67 | 11,967.67 | 63,169,400,000 | 0.0175119008 | 11,967.66 | 143,224,930.74 |
| Aug-17 | 12,006.74 | 12,019.85 | 11,670.88 | 11,875.69 | 11,875.69 | 70,616,030,000 | -0.0076856642 | 11,875.68 | 141,031,832.04 |
| Sep-17 | 11,897.97 | 12,209.45 | 11,783.87 | 12,209.16 | 12,209.16 | 66,337,980,000 | 0.0280800285 | 12,209.15 | 149,063,395.20 |
| Oct-17 | 12,209.16 | 12,443.80 | 12,200.13 | 12,341.01 | 12,341.01 | 70,871,570,000 | 0.0107992367 | 12,341.00 | 152,300,323.41 |
| Nov-17 | 12,383.87 | 12,673.70 | 12,178.89 | 12,627.80 | 12,627.80 | 73,173,260,000 | 0.0232387823 | 12,627.79 | 159,461,124.66 |
| Dec-17 | 12,636.73 | 12,886.11 | 12,463.83 | 12,808.84 | 12,808.84 | 65,251,190,000 | 0.0143366257 | 12,808.83 | 164,066,171.99 |
| Jan-18 | 12,860.93 | 13,637.02 | 12,842.27 | 13,367.96 | 13,367.96 | 76,850,120,000 | 0.0436511131 | 13,367.95 | 178,702,138.36 |
| Feb-18 | 13,338.99 | 13,414.78 | 12,048.66 | 12,652.55 | 12,652.55 | 79,579,410,000 | -0.0535167788 | 12,652.54 | 160,086,812.92 |
| Mar-18 | 12,644.43 | 12,963.42 | 12,166.54 | 12,452.06 | 12,452.06 | 76,369,800,000 | -0.0158458365 | 12,452.05 | 155,053,587.11 |
| Apr-18 | 12,432.89 | 12,774.37 | 12,107.72 | 12,515.36 | 12,515.36 | 69,648,590,000 | 0.0050835592 | 12,515.35 | 156,634,043.30 |
| May-18 | 12,490.24 | 12,853.33 | 12,255.85 | 12,527.14 | 12,527.14 | 75,617,280,000 | 0.0009411871 | 12,527.13 | 156,929,026.13 |
| Jun-18 | 12,596.68 | 12,888.98 | 12,377.04 | 12,504.25 | 12,504.25 | 77,439,710,000 | -0.0018272047 | 12,504.24 | 156,356,066.80 |
| Jul-18 | 12,430.70 | 12,989.46 | 12,400.54 | 12,963.28 | 12,963.28 | 64,542,170,000 | 0.0367099405 | 12,963.27 | 168,046,426.79 |
| Aug-18 | 12,949.85 | 13,148.42 | 12,648.32 | 13,016.89 | 13,016.89 | 69,238,220,000 | 0.0041354791 | 13,016.88 | 169,439,206.60 |
| Sep-18 | 12,976.05 | 13,261.77 | 12,873.38 | 13,082.52 | 13,082.52 | 62,492,080,000 | 0.0050419021 | 13,082.51 | 171,152,106.71 |
| Oct-18 | 13,146.30 | 13,175.61 | 11,820.33 | 12,208.06 | 12,208.06 | 91,327,930,000 | -0.0668418617 | 12,208.05 | 149,036,521.97 |
| Nov-18 | 12,208.06 | 12,682.06 | 12,016.08 | 12,457.55 | 12,457.55 | 80,080,110,000 | 0.0204365185 | 12,457.54 | 155,190,346.63 |
| Dec-18 | 12,609.70 | 12,624.75 | 10,724.19 | 11,374.39 | 11,374.39 | 78,342,100,000 | -0.0869480896 | 11,374.38 | 129,376,556.79 |
| Jan-19 | 11,238.77 | 12,315.14 | 11,169.46 | 12,299.03 | 12,299.03 | 80,399,630,000 | 0.0812914498 | 12,299.02 | 151,265,947.70 |
| Feb-19 | 12,312.26 | 12,769.64 | 12,186.66 | 12,644.81 | 12,644.81 | 70,183,430,000 | 0.0281143545 | 12,644.80 | 159,891,005.54 |
| Mar-19 | 12,698.23 | 12,854.82 | 12,336.49 | 12,696.88 | 12,696.88 | 78,596,280,000 | 0.0041179199 | 12,696.87 | 161,210,554.40 |
| Apr-19 | 12,775.84 | 13,067.03 | 12,773.53 | 13,060.65 | 13,060.65 | 69,604,840,000 | 0.0286503859 | 13,060.64 | 170,580,378.42 |
| May-19 | 13,066.08 | 13,069.09 | 12,238.40 | 12,264.49 | 12,264.49 | 76,860,120,000 | -0.0609586914 | 12,264.48 | 150,417,523.30 |
| Jun-19 | 12,288.51 | 13,095.57 | 12,273.09 | 13,049.71 | 13,049.71 | 70,881,390,000 | 0.0640238373 | 13,049.70 | 170,294,720.03 |
| Jul-19 | 13,049.71 | 13,255.13 | 12,979.37 | 13,066.60 | 13,066.60 | 70,349,470,000 | 0.0012942547 | 13,066.59 | 170,735,815.03 |
| Aug-19 | 13,053.66 | 13,154.38 | 12,325.93 | 12,736.88 | 12,736.88 | 79,599,440,000 | -0.025233782 | 12,736.87 | 162,227,904.15 |
| Sep-19 | 12,720.19 | 13,177.88 | 12,600.71 | 13,004.74 | 13,004.74 | 73,992,330,000 | 0.0210302958 | 13,004.73 | 169,123,059.24 |
| Oct-19 | 13,002.33 | 13,248.65 | 12,482.02 | 13,171.81 | 13,171.81 | 77,564,550,000 | 0.012846803 | 13,171.80 | 173,496,355.34 |
| Nov-19 | 13,231.18 | 13,611.49 | 13,231.18 | 13,545.21 | 13,545.21 | 72,179,920,000 | 0.0283484505 | 13,545.20 | 183,472,494.87 |
| Dec-19 | 13,554.29 | 13,978.61 | 13,280.04 | 13,913.03 | 13,913.03 | 72,054,000,000 | 0.02715501 | 13,913.02 | 193,572,187.44 |
| Jan-20 | 13,913.03 | 14,183.26 | 13,573.04 | 13,614.10 | 13,614.10 | 77,104,420,000 | -0.0214856619 | 13,614.09 | 185,343,489.04 |
| MEAN | 0.0080477314 | Mkt Variance | 147,706,746.83 | ||||||
| VARIANCE | 0.000984957 |
Walmart
| Date | Open | High | Low | Close | Adj Close | Volume | Return | Market Return | MKT-MKT MEAN | CO-CO MEAN | Product | |||
| Feb-16 | 65.91 | 68.20 | 62.35 | 66.34 | 60.17 | 263,102,700 | 9,559.53 | (2,501.47) | COVARIANCE | 480.99 | ||||
| Mar-16 | 66.65 | 69.19 | 64.88 | 68.49 | 62.12 | 203,107,900 | 2.15 | 10,207.37 | (1,853.63) | 1.13 | (2,086.32) | company beta | 0.0000032564 | |
| Apr-16 | 68.02 | 70.08 | 66.36 | 66.87 | 61.10 | 141,253,600 | (1.62) | 10,436.92 | (1,624.08) | (2.64) | 4,294.82 | Risk Free Rate | 4% | |
| May-16 | 66.62 | 71.38 | 62.72 | 70.78 | 64.67 | 232,976,200 | 3.91 | 10,441.00 | (1,620.00) | 2.89 | (4,674.55) | Risk Premium | 8% | |
| Jun-16 | 70.50 | 73.19 | 70.15 | 73.02 | 67.21 | 185,919,600 | 2.24 | 10,489.76 | (1,571.24) | 1.22 | (1,909.89) | Expected Return | 4.00002605% | |
| Jul-16 | 73.13 | 74.35 | 72.42 | 72.97 | 67.16 | 137,723,500 | (0.05) | 10,785.51 | (1,275.49) | (1.07) | 1,370.47 | company variance | 147,706,746.83 | |
| Aug-16 | 72.81 | 75.19 | 70.89 | 71.44 | 65.75 | 212,460,000 | (1.53) | 10,764.75 | (1,296.25) | (2.55) | 3,311.23 | Standard Deviation | 12,153.47 | |
| Sep-16 | 71.57 | 73.19 | 70.30 | 72.12 | 66.83 | 176,983,900 | 0.68 | 10,721.74 | (1,339.26) | (0.34) | 461.33 | |||
| Oct-16 | 71.83 | 72.57 | 67.07 | 70.02 | 64.89 | 170,716,200 | (2.10) | 10,481.89 | (1,579.11) | (3.12) | 4,933.89 | |||
| Nov-16 | 69.98 | 72.09 | 68.12 | 70.43 | 65.27 | 210,370,600 | 0.41 | 10,838.46 | (1,222.54) | (0.61) | 751.21 | |||
| Dec-16 | 70.25 | 72.48 | 68.83 | 69.12 | 64.05 | 162,527,500 | (1.31) | 11,056.90 | (1,004.10) | (2.33) | 2,344.03 | |||
| Jan-17 | 69.24 | 69.63 | 65.28 | 66.74 | 62.29 | 181,828,000 | (2.38) | 11,222.96 | (838.04) | (3.40) | 2,853.08 | |||
| Feb-17 | 66.46 | 72.80 | 66.04 | 70.93 | 66.20 | 207,967,400 | 4.19 | 11,512.39 | (548.61) | 3.17 | (1,736.64) | |||
| Mar-17 | 70.97 | 72.56 | 69.33 | 72.08 | 67.27 | 191,103,100 | 1.15 | 11,492.85 | (568.15) | 0.13 | (71.32) | |||
| Apr-17 | 72.08 | 75.77 | 71.38 | 75.18 | 70.68 | 127,527,200 | 3.10 | 11,536.08 | (524.92) | 2.08 | (1,089.49) | |||
| May-17 | 75.09 | 79.44 | 74.96 | 78.60 | 73.90 | 182,345,800 | 3.42 | 11,598.03 | (462.97) | 2.40 | (1,109.06) | |||
| Jun-17 | 78.64 | 80.47 | 73.29 | 75.68 | 71.63 | 247,520,700 | (2.92) | 11,761.70 | (299.30) | (3.94) | 1,180.57 | |||
| Jul-17 | 75.84 | 80.34 | 73.13 | 79.99 | 75.71 | 143,448,100 | 4.31 | 11,967.67 | (93.33) | 3.29 | (306.64) | |||
| Aug-17 | 80.25 | 81.99 | 77.50 | 78.07 | 73.89 | 203,652,700 | (1.92) | 11,875.69 | (185.31) | (2.94) | 545.64 | |||
| Sep-17 | 78.31 | 81.12 | 77.73 | 78.14 | 74.42 | 161,153,600 | 0.07 | 12,209.16 | 148.16 | (0.95) | (141.42) | |||
| Oct-17 | 77.90 | 89.11 | 77.50 | 87.31 | 83.15 | 198,775,100 | 9.17 | 12,341.01 | 280.01 | 8.15 | 2,280.84 | |||
| Nov-17 | 87.07 | 100.13 | 87.00 | 97.23 | 92.60 | 222,703,100 | 9.92 | 12,627.80 | 566.80 | 8.90 | 5,042.00 | |||
| Dec-17 | 97.61 | 99.91 | 96.14 | 98.75 | 94.05 | 166,774,100 | 1.52 | 12,808.84 | 747.84 | 0.50 | 370.58 | |||
| Jan-18 | 99.30 | 109.98 | 98.52 | 106.60 | 102.06 | 169,694,600 | 7.85 | 13,367.96 | 1,306.96 | 6.83 | 8,920.70 | |||
| Feb-18 | 105.96 | 106.56 | 90.00 | 90.01 | 86.18 | 307,532,700 | (16.59) | 12,652.55 | 591.55 | (17.61) | (10,419.85) | |||
| Mar-18 | 90.17 | 90.50 | 85.28 | 88.97 | 85.18 | 256,003,000 | (1.04) | 12,452.06 | 391.06 | (2.06) | (807.33) | |||
| Apr-18 | 88.00 | 89.66 | 84.84 | 88.46 | 85.20 | 163,581,800 | (0.51) | 12,515.36 | 454.36 | (1.53) | (697.20) | |||
| May-18 | 87.67 | 88.10 | 81.78 | 82.54 | 79.50 | 248,483,300 | (5.92) | 12,527.14 | 466.14 | (6.94) | (3,237.10) | |||
| Jun-18 | 83.04 | 87.49 | 82.37 | 85.65 | 83.01 | 185,619,400 | 3.11 | 12,504.25 | 443.25 | 2.09 | 924.41 | |||
| Jul-18 | 85.65 | 89.66 | 83.40 | 89.23 | 86.48 | 117,596,900 | 3.58 | 12,963.28 | 902.28 | 2.56 | 2,305.81 | |||
| Aug-18 | 88.86 | 100.21 | 87.62 | 95.86 | 92.91 | 205,659,500 | 6.63 | 13,016.89 | 955.89 | 5.61 | 5,358.27 | |||
| Sep-18 | 95.80 | 97.66 | 93.69 | 93.91 | 91.55 | 127,212,500 | (1.95) | 13,082.52 | 1,021.52 | (2.97) | (3,038.48) | |||
| Oct-18 | 94.29 | 102.60 | 92.89 | 100.28 | 97.76 | 216,421,000 | 6.37 | 12,208.06 | 147.06 | 5.35 | 786.12 | |||
| Nov-18 | 99.96 | 106.21 | 93.31 | 97.65 | 95.19 | 191,936,600 | (2.63) | 12,457.55 | 396.55 | (3.65) | (1,449.18) | |||
| Dec-18 | 98.02 | 99.59 | 85.78 | 93.15 | 90.81 | 186,311,800 | (4.50) | 11,374.39 | (686.61) | (5.52) | 3,793.15 | |||
| Jan-19 | 91.64 | 99.35 | 91.64 | 95.83 | 93.93 | 160,739,700 | 2.68 | 12,299.03 | 238.03 | 1.66 | 394.07 | |||
| Feb-19 | 95.92 | 104.18 | 93.11 | 98.99 | 97.02 | 166,799,500 | 3.16 | 12,644.81 | 583.81 | 2.14 | 1,246.74 | |||
| Mar-19 | 99.47 | 100.49 | 95.00 | 97.53 | 95.59 | 141,147,100 | (1.46) | 12,696.88 | 635.88 | (2.48) | (1,579.82) | |||
| Apr-19 | 97.97 | 104.15 | 96.79 | 102.84 | 101.34 | 110,606,900 | 5.31 | 13,060.65 | 999.65 | 4.29 | 4,284.03 | |||
| May-19 | 102.77 | 103.96 | 98.85 | 101.44 | 99.96 | 155,764,900 | (1.40) | 12,264.49 | 203.49 | (2.42) | (493.36) | |||
| Jun-19 | 101.63 | 112.22 | 101.40 | 110.49 | 109.46 | 121,524,400 | 9.05 | 13,049.71 | 988.71 | 8.03 | 7,934.93 | |||
| Jul-19 | 111.30 | 115.49 | 109.63 | 110.38 | 109.35 | 91,288,100 | (0.11) | 13,066.60 | 1,005.60 | (1.13) | (1,140.82) | |||
| Aug-19 | 110.32 | 115.38 | 104.84 | 114.26 | 113.19 | 157,310,800 | 3.88 | 12,736.88 | 675.88 | 2.86 | 1,930.00 | |||
| Sep-19 | 113.68 | 119.86 | 113.49 | 118.68 | 118.15 | 105,362,500 | 4.42 | 13,004.74 | 943.74 | 3.40 | 3,204.50 | |||
| Oct-19 | 118.85 | 120.71 | 114.58 | 117.26 | 116.74 | 96,406,900 | (1.42) | 13,171.81 | 1,110.81 | (2.44) | (2,715.34) | |||
| Nov-19 | 117.92 | 125.38 | 117.08 | 119.09 | 118.56 | 116,620,200 | 1.83 | 13,545.21 | 1,484.21 | 0.81 | 1,195.57 | |||
| Dec-19 | 119.15 | 122.12 | 117.42 | 118.84 | 118.31 | 98,422,700 | (0.25) | 13,913.03 | 1,852.03 | (1.27) | (2,360.35) | |||
| Jan-20 | 118.86 | 119.89 | 112.68 | 114.49 | 114.49 | 127,907,500 | (4.35) | 13,614.10 | 1,553.10 | (5.37) | (8,347.09) | |||
| Mean | 1.02 | 12,061.00 | SUM | 22,606.74 |
IBM
| Date | Open | High | Low | Close | Adj Close | Volume | Company Return | Market Return | MKT-MKT MEAN | CO-CO MEAN | Product | |||
| Feb-16 | 124.40 | 134.92 | 116.90 | 131.03 | 108.74 | 106,715,800 | 9,559.53 | (2,501.47) | COVARIANCE | 36.94 | ||||
| Mar-16 | 132.24 | 153.10 | 132.03 | 151.45 | 126.97 | 105,746,700 | 20.42 | 10,207.37 | (1,853.63) | 20.15 | (37,350.23) | company beta | 0.0000002501 | |
| Apr-16 | 150.51 | 153.52 | 142.61 | 145.94 | 122.35 | 94,482,500 | (5.51) | 10,436.92 | (1,624.08) | (5.78) | 9,387.52 | Risk Free Rate | 4% | |
| May-16 | 146.56 | 153.81 | 142.90 | 153.74 | 128.89 | 75,249,000 | 7.80 | 10,441.00 | (1,620.00) | 7.53 | (12,198.25) | Risk Premium | 8% | |
| Jun-16 | 153.00 | 155.48 | 142.50 | 151.78 | 129.71 | 76,973,700 | (1.96) | 10,489.76 | (1,571.24) | (2.23) | 3,504.21 | Expected Return | 4.00000200% | |
| Jul-16 | 151.78 | 163.60 | 149.92 | 160.62 | 137.26 | 69,425,000 | 8.84 | 10,785.51 | (1,275.49) | 8.57 | (10,930.67) | company variance | 147,706,746.83 | |
| Aug-16 | 160.65 | 164.95 | 157.85 | 158.88 | 135.77 | 69,706,500 | (1.74) | 10,764.75 | (1,296.25) | (2.01) | 2,605.72 | Standard Deviation | 12,153.47 | |
| Sep-16 | 158.32 | 165.00 | 153.21 | 158.85 | 136.92 | 69,937,000 | (0.03) | 10,721.74 | (1,339.26) | (0.30) | 402.06 | |||
| Oct-16 | 158.06 | 158.53 | 147.79 | 153.69 | 132.47 | 78,327,200 | (5.16) | 10,481.89 | (1,579.11) | (5.43) | 8,574.91 | |||
| Nov-16 | 153.50 | 164.66 | 151.00 | 162.22 | 139.83 | 76,338,800 | 8.53 | 10,838.46 | (1,222.54) | 8.26 | (10,097.91) | |||
| Dec-16 | 161.95 | 169.95 | 158.30 | 165.99 | 144.37 | 69,470,400 | 3.77 | 11,056.90 | (1,004.10) | 3.50 | (3,514.14) | |||
| Jan-17 | 167.00 | 179.25 | 165.34 | 174.52 | 151.79 | 88,764,500 | 8.53 | 11,222.96 | (838.04) | 8.26 | (6,922.02) | |||
| Feb-17 | 175.00 | 182.79 | 172.89 | 179.82 | 156.40 | 59,820,600 | 5.30 | 11,512.39 | (548.61) | 5.03 | (2,759.39) | |||
| Mar-17 | 180.48 | 182.55 | 172.09 | 174.14 | 152.66 | 79,477,000 | (5.68) | 11,492.85 | (568.15) | (5.95) | 3,380.61 | |||
| Apr-17 | 173.82 | 176.33 | 159.60 | 160.29 | 140.52 | 100,052,300 | (13.85) | 11,536.08 | (524.92) | (14.12) | 7,411.97 | |||
| May-17 | 160.05 | 160.42 | 149.79 | 152.63 | 133.80 | 103,329,100 | (7.66) | 11,598.03 | (462.97) | (7.93) | 3,671.44 | |||
| Jun-17 | 152.80 | 157.20 | 150.80 | 153.83 | 136.17 | 83,977,000 | 1.20 | 11,761.70 | (299.30) | 0.93 | (278.28) | |||
| Jul-17 | 153.58 | 156.03 | 143.64 | 144.67 | 128.06 | 93,293,500 | (9.16) | 11,967.67 | (93.33) | (9.43) | 880.11 | |||
| Aug-17 | 145.00 | 145.67 | 139.13 | 143.03 | 126.61 | 80,246,500 | (1.64) | 11,875.69 | (185.31) | (1.91) | 353.98 | |||
| Sep-17 | 142.98 | 147.42 | 141.64 | 145.08 | 129.78 | 78,296,700 | 2.05 | 12,209.16 | 148.16 | 1.78 | 263.70 | |||
| Oct-17 | 145.35 | 162.51 | 145.21 | 154.06 | 137.82 | 125,345,600 | 8.98 | 12,341.01 | 280.01 | 8.71 | 2,438.83 | |||
| Nov-17 | 154.10 | 154.90 | 146.21 | 149.12 | 133.40 | 135,079,900 | (4.94) | 12,627.80 | 566.80 | (5.21) | (2,953.15) | |||
| Dec-17 | 154.40 | 157.85 | 151.49 | 153.42 | 138.62 | 88,788,100 | 4.30 | 12,808.84 | 747.84 | 4.03 | 3,013.64 | |||
| Jan-18 | 154.50 | 171.13 | 153.54 | 163.70 | 147.90 | 145,086,400 | 10.28 | 13,367.96 | 1,306.96 | 10.01 | 13,082.40 | |||
| Feb-18 | 163.19 | 164.13 | 144.40 | 155.83 | 140.79 | 102,364,900 | (7.87) | 12,652.55 | 591.55 | (8.14) | (4,815.35) | |||
| Mar-18 | 155.53 | 162.11 | 148.54 | 153.43 | 139.99 | 94,316,900 | (2.40) | 12,452.06 | 391.06 | (2.67) | (1,044.22) | |||
| Apr-18 | 153.34 | 162.00 | 144.11 | 144.96 | 132.26 | 122,745,300 | (8.47) | 12,515.36 | 454.36 | (8.74) | (3,971.21) | |||
| May-18 | 144.65 | 146.20 | 139.90 | 141.31 | 128.93 | 88,812,900 | (3.65) | 12,527.14 | 466.14 | (3.92) | (1,827.37) | |||
| Jun-18 | 142.43 | 147.52 | 137.45 | 139.70 | 128.88 | 89,801,400 | (1.61) | 12,504.25 | 443.25 | (1.88) | (833.41) | |||
| Jul-18 | 138.28 | 150.54 | 138.20 | 144.93 | 133.70 | 94,954,000 | 5.23 | 12,963.28 | 902.28 | 4.96 | 4,475.12 | |||
| Aug-18 | 144.76 | 147.93 | 142.00 | 146.48 | 135.13 | 79,195,100 | 1.55 | 13,016.89 | 955.89 | 1.28 | 1,223.34 | |||
| Sep-18 | 145.98 | 153.35 | 144.81 | 151.21 | 141.00 | 95,867,900 | 4.73 | 13,082.52 | 1,021.52 | 4.46 | 4,555.78 | |||
| Oct-18 | 151.71 | 154.36 | 114.09 | 115.43 | 107.64 | 198,093,000 | (35.78) | 12,208.06 | 147.06 | (36.05) | (5,301.56) | |||
| Nov-18 | 115.50 | 125.06 | 114.54 | 124.27 | 115.88 | 141,718,900 | 8.84 | 12,457.55 | 396.55 | 8.57 | 3,398.35 | |||
| Dec-18 | 125.67 | 126.59 | 105.94 | 113.67 | 107.35 | 115,604,100 | (10.60) | 11,374.39 | (686.61) | (10.87) | 7,463.59 | |||
| Jan-19 | 112.01 | 135.41 | 111.69 | 134.42 | 126.94 | 120,387,100 | 20.75 | 12,299.03 | 238.03 | 20.48 | 4,874.83 | |||
| Feb-19 | 134.97 | 140.49 | 132.12 | 138.13 | 130.45 | 68,461,200 | 3.71 | 12,644.81 | 583.81 | 3.44 | 2,008.19 | |||
| Mar-19 | 139.31 | 142.12 | 133.58 | 141.10 | 134.80 | 74,687,300 | 2.97 | 12,696.88 | 635.88 | 2.70 | 1,716.74 | |||
| Apr-19 | 141.51 | 145.39 | 136.26 | 140.27 | 134.01 | 80,197,500 | (0.83) | 13,060.65 | 999.65 | (1.10) | (1,099.83) | |||
| May-19 | 140.55 | 141.81 | 126.85 | 126.99 | 121.32 | 75,536,400 | (13.28) | 12,264.49 | 203.49 | (13.55) | (2,757.35) | |||
| Jun-19 | 127.10 | 140.15 | 127.06 | 137.90 | 133.31 | 61,341,600 | 10.91 | 13,049.71 | 988.71 | 10.64 | 10,519.67 | |||
| Jul-19 | 139.60 | 151.94 | 139.13 | 148.24 | 143.31 | 80,164,100 | 10.34 | 13,066.60 | 1,005.60 | 10.07 | 10,126.19 | |||
| Aug-19 | 148.90 | 152.95 | 128.83 | 135.53 | 131.02 | 96,062,300 | (12.71) | 12,736.88 | 675.88 | (12.98) | (8,773.08) | |||
| Sep-19 | 134.85 | 146.57 | 133.33 | 145.42 | 142.24 | 61,812,000 | 9.89 | 13,004.74 | 943.74 | 9.62 | 9,078.59 | |||
| Oct-19 | 145.59 | 147.35 | 130.90 | 133.73 | 130.80 | 91,419,500 | (11.69) | 13,171.81 | 1,110.81 | (11.96) | (13,285.53) | |||
| Nov-19 | 134.50 | 139.14 | 132.75 | 134.45 | 131.51 | 64,772,300 | 0.72 | 13,545.21 | 1,484.21 | 0.45 | 667.58 | |||
| Dec-19 | 134.45 | 136.42 | 130.69 | 134.04 | 132.65 | 71,853,900 | (0.41) | 13,913.03 | 1,852.03 | (0.68) | (1,259.78) | |||
| Jan-20 | 135.00 | 145.79 | 133.20 | 143.73 | 142.24 | 113,249,700 | 9.69 | 13,614.10 | 1,553.10 | 9.42 | 14,629.88 | |||
| Mean | 0.27 | 12,061.00 | SUM | 1,736.21 |
Portfolio
| Date | Walmart | IBM | Corr(Walmart,IBM) | 0.0974297686 | Walmart | IBM | Return | Risk | |||
| Feb-16 | Expected Return | 0.040000261 | Walmart | 0% | 100% | 0.0400000200076 | 12153.46645 | ||||
| Mar-16 | 2.15 | 20.42 | Expected Return | 0.040000020 | IBM | 1% | 99% | 0.0400000224126 | 12032.54558 | ||
| Apr-16 | (1.62) | (5.51) | Standard Deviation | 12153.4664530678 | Walmart | 2% | 98% | 0.0400000248177 | 11912.87717 | ||
| May-16 | 3.91 | 7.80 | Standard Deviation | 12153.4664530678 | IBM | 3% | 97% | 0.0400000272227 | 11794.49932 | ||
| Jun-16 | 2.24 | (1.96) | 4% | 96% | 0.0400000296278 | 11677.45129 | |||||
| Jul-16 | (0.05) | 8.84 | 5% | 95% | 0.0400000320328 | 11561.77347 | |||||
| Aug-16 | (1.53) | (1.74) | 6% | 94% | 0.0400000344379 | 11447.50741 | |||||
| Sep-16 | 0.68 | (0.03) | 7% | 93% | 0.0400000368430 | 11334.69578 | |||||
| Oct-16 | (2.10) | (5.16) | 8% | 92% | 0.0400000392480 | 11223.38245 | |||||
| Nov-16 | 0.41 | 8.53 | 9% | 91% | 0.0400000416531 | 11113.61245 | |||||
| Dec-16 | (1.31) | 3.77 | 10% | 90% | 0.0400000440581 | 11005.43195 | |||||
| Jan-17 | (2.38) | 8.53 | 11% | 89% | 0.0400000464632 | 10898.88828 | |||||
| Feb-17 | 4.19 | 5.30 | 12% | 88% | 0.0400000488682 | 10794.02992 | |||||
| Mar-17 | 1.15 | (5.68) | 13% | 87% | 0.0400000512733 | 10690.90645 | |||||
| Apr-17 | 3.10 | (13.85) | 14% | 86% | 0.0400000536784 | 10589.56856 | |||||
| May-17 | 3.42 | (7.66) | 15% | 85% | 0.0400000560834 | 10490.06799 | |||||
| Jun-17 | (2.92) | 1.20 | 16% | 84% | 0.0400000584885 | 10392.45752 | |||||
| Jul-17 | 4.31 | (9.16) | 17% | 83% | 0.0400000608935 | 10296.79090 | |||||
| Aug-17 | (1.92) | (1.64) | 18% | 82% | 0.0400000632986 | 10203.12282 | |||||
| Sep-17 | 0.07 | 2.05 | 19% | 81% | 0.0400000657036 | 10111.50880 | |||||
| Oct-17 | 9.17 | 8.98 | 20% | 80% | 0.0400000681087 | 10022.00518 | |||||
| Nov-17 | 9.92 | (4.94) | 21% | 79% | 0.0400000705137 | 9934.66901 | |||||
| Dec-17 | 1.52 | 4.30 | 22% | 78% | 0.0400000729188 | 9849.55793 | |||||
| Jan-18 | 7.85 | 10.28 | 23% | 77% | 0.0400000753239 | 9766.73011 | |||||
| Feb-18 | (16.59) | (7.87) | 24% | 76% | 0.0400000777289 | 9686.24414 | |||||
| Mar-18 | (1.04) | (2.40) | 25% | 75% | 0.0400000801340 | 9608.15887 | |||||
| Apr-18 | (0.51) | (8.47) | 26% | 74% | 0.0400000825390 | 9532.53328 | |||||
| May-18 | (5.92) | (3.65) | 27% | 73% | 0.0400000849441 | 9459.42637 | |||||
| Jun-18 | 3.11 | (1.61) | 28% | 72% | 0.0400000873491 | 9388.89698 | |||||
| Jul-18 | 3.58 | 5.23 | 29% | 71% | 0.0400000897542 | 9321.00362 | |||||
| Aug-18 | 6.63 | 1.55 | 30% | 70% | 0.0400000921593 | 9255.80430 | |||||
| Sep-18 | (1.95) | 4.73 | 31% | 69% | 0.0400000945643 | 9193.35633 | |||||
| Oct-18 | 6.37 | (35.78) | 32% | 68% | 0.0400000969694 | 9133.71615 | |||||
| Nov-18 | (2.63) | 8.84 | 33% | 67% | 0.0400000993744 | 9076.93910 | |||||
| Dec-18 | (4.50) | (10.60) | 34% | 66% | 0.0400001017795 | 9023.07924 | |||||
| Jan-19 | 2.68 | 20.75 | 35% | 65% | 0.0400001041845 | 8972.18909 | |||||
| Feb-19 | 3.16 | 3.71 | 36% | 64% | 0.0400001065896 | 8924.31947 | |||||
| Mar-19 | (1.46) | 2.97 | 37% | 63% | 0.0400001089946 | 8879.51922 | |||||
| Apr-19 | 5.31 | (0.83) | 38% | 62% | 0.0400001113997 | 8837.83502 | |||||
| May-19 | (1.40) | (13.28) | 39% | 61% | 0.0400001138048 | 8799.31115 | |||||
| Jun-19 | 9.05 | 10.91 | 40% | 60% | 0.0400001162098 | 8763.98930 | |||||
| Jul-19 | (0.11) | 10.34 | 41% | 59% | 0.0400001186149 | 8731.90831 | |||||
| Aug-19 | 3.88 | (12.71) | 42% | 58% | 0.0400001210199 | 8703.10403 | |||||
| Sep-19 | 4.42 | 9.89 | 43% | 57% | 0.0400001234250 | 8677.60909 | |||||
| Oct-19 | (1.42) | (11.69) | 44% | 56% | 0.0400001258300 | 8655.45273 | |||||
| Nov-19 | 1.83 | 0.72 | 45% | 55% | 0.0400001282351 | 8636.66065 | |||||
| Dec-19 | (0.25) | (0.41) | 46% | 54% | 0.0400001306402 | 8621.25484 | |||||
| Jan-20 | (4.35) | 9.69 | 47% | 53% | 0.0400001330452 | 8609.25349 | |||||
| Mean | 1.02 | 0.27 | 48% | 52% | 0.0400001354503 | 8600.67084 | |||||
| 49% | 51% | 0.0400001378553 | 8595.51713 | ||||||||
| 50% | 50% | 0.0400001402604 | 8593.79855 | ||||||||
| 51% | 49% | 0.0400001426654 | 8595.51713 | ||||||||
| 52% | 48% | 0.0400001450705 | 8600.67084 | ||||||||
| 53% | 47% | 0.0400001474755 | 8609.25349 | ||||||||
| 54% | 46% | 0.0400001498806 | 8621.25484 | ||||||||
| 55% | 45% | 0.0400001522857 | 8636.66065 | ||||||||
| 56% | 44% | 0.0400001546907 | 8655.45273 | ||||||||
| 57% | 43% | 0.0400001570958 | 8677.60909 | ||||||||
| 58% | 42% | 0.0400001595008 | 8703.10403 | ||||||||
| 59% | 41% | 0.0400001619059 | 8731.90831 | ||||||||
| 60% | 40% | 0.0400001643109 | 8763.98930 | ||||||||
| 61% | 39% | 0.0400001667160 | 8799.31115 | ||||||||
| 62% | 38% | 0.0400001691211 | 8837.83502 | ||||||||
| 63% | 37% | 0.0400001715261 | 8879.51922 | ||||||||
| 64% | 36% | 0.0400001739312 | 8924.31947 | ||||||||
| 65% | 35% | 0.0400001763362 | 8972.18909 | ||||||||
| 66% | 34% | 0.0400001787413 | 9023.07924 | ||||||||
| 67% | 33% | 0.0400001811463 | 9076.93910 | ||||||||
| 68% | 32% | 0.0400001835514 | 9133.71615 | ||||||||
| 69% | 31% | 0.0400001859564 | 9193.35633 | ||||||||
| 70% | 30% | 0.0400001883615 | 9255.80430 | ||||||||
| 71% | 29% | 0.0400001907666 | 9321.00362 | ||||||||
| 72% | 28% | 0.0400001931716 | 9388.89698 | ||||||||
| 73% | 27% | 0.0400001955767 | 9459.42637 | ||||||||
| 74% | 26% | 0.0400001979817 | 9532.53328 | ||||||||
| 75% | 25% | 0.0400002003868 | 9608.15887 | ||||||||
| 76% | 24% | 0.0400002027918 | 9686.24414 | ||||||||
| 77% | 23% | 0.0400002051969 | 9766.73011 | ||||||||
| 78% | 22% | 0.0400002076020 | 9849.55793 | ||||||||
| 79% | 21% | 0.0400002100070 | 9934.66901 | ||||||||
| 80% | 20% | 0.0400002124121 | 10022.00518 | ||||||||
| 81% | 19% | 0.0400002148171 | 10111.50880 | ||||||||
| 82% | 18% | 0.0400002172222 | 10203.12282 | ||||||||
| 83% | 17% | 0.0400002196272 | 10296.79090 | ||||||||
| 84% | 16% | 0.0400002220323 | 10392.45752 | ||||||||
| 85% | 15% | 0.0400002244373 | 10490.06799 | ||||||||
| 86% | 14% | 0.0400002268424 | 10589.56856 | ||||||||
| 87% | 13% | 0.0400002292475 | 10690.90645 | ||||||||
| 88% | 12% | 0.0400002316525 | 10794.02992 | ||||||||
| 89% | 11% | 0.0400002340576 | 10898.88828 | ||||||||
| 90% | 10% | 0.0400002364626 | 11005.43195 | ||||||||
| 91% | 9% | 0.0400002388677 | 11113.61245 | ||||||||
| 92% | 8% | 0.0400002412727 | 11223.38245 | ||||||||
| 93% | 7% | 0.0400002436778 | 11334.69578 | ||||||||
| 94% | 6% | 0.0400002460828 | 11447.50741 | ||||||||
| 95% | 5% | 0.0400002484879 | 11561.77347 | ||||||||
| 96% | 4% | 0.0400002508930 | 11677.45129 | ||||||||
| 97% | 3% | 0.0400002532980 | 11794.49932 | ||||||||
| 98% | 2% | 0.0400002557031 | 11912.87717 | ||||||||
| 99% | 1% | 0.0400002581081 | 12032.54558 | ||||||||
| 100% | 0% | 0.0400002605132 | 12153.46645 | ||||||||
1
Running Head: ASSIGNMENT
2
ASSIGNMENT
BUS 710 Finance for Managers
Professional Assignment 1 – CLO 1
Antony V A
Professor: Dr. Kevin Grant
Westcliff University
February 9, 2020
Assignment
Investors use the closing price of stocks as a benchmark for determining and tracking the performance of a company over time (Lawrence, Ryans, Sun, & Laptev, 2016). The firms chosen for analysis are IBM and Walmart and the time period considered in our assignment is 4 years. The data used for the analysis is from Yahoo Finance (YHOO). The results from IBM after analysis:
|
COVARIANCE |
36.94 |
|
company beta |
2.50095E-07 |
|
Risk-Free Rate |
4% |
|
Risk Premium |
8% |
|
Expected Return |
4.00000200% |
|
company variance |
147,706,746.83 |
|
Standard Deviation |
12,153.47 |
|
|
|
On the other hand, the data from Walmart after analysis of the past 4 years was as follows:
|
COVARIANCE |
480.99 |
|
company beta |
3.25641E-06 |
|
Risk-Free Rate |
4% |
|
Risk Premium |
8% |
|
Expected Return |
4.00002605% |
|
company variance |
147,706,746.83 |
|
Standard Deviation |
12,153.47 |
The calculations and formulas are as shown in the attached excel workbook.
References
Lawrence, A., Ryans, J., Sun, E., & Laptev, N. (2016). Yahoo Finance search and earnings announcements. Available at SSRN 2804353.
C:\Users\ENVY
x360\Desktop\
Yahoo.docx