Question: Using the data in Sheet below, estimate the index models for the three stocks AMBERTECH, AGL ENERGY and JB HI-FI. You need to use monthly
Using the data in Sheet below, estimate the index models for the three stocks AMBERTECH, AGL ENERGY and JB HI-FI. You need to use monthly return observations for the above companies and the market (All ordinaries index) together with the risk free rate (three-month bank bill rate) for the period from January 2016 to December 2018 to estimate index models.
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Report the following for each stock: alpha, beta and correlation with the market.
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Which stock has the highest sensitivity to the movements in the market?
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Which stock has the lowest sensitivity to the movements in the market?
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What proportion of the variation in the return of each stock is explained by the movements in the market?
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Calculate the market risk and the unique risk for each stock, and show that the sum of these two is equal to the variance of the stock.
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Assume that you have created a portfolio with the following weights: 25% in three- month bank bills, 25% in AMBERTECH, 30% in AGL ENERGY and 20% in JB HI- FI.
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What is the beta of your portfolio?
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What is the market risk of your portfolio?
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What is the unique risk of your portfolio?
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Using the data in sheet 2, calculate the following for your portfolio on a monthly basis from January 2019 to March 2019: actual return, expected return, abnormal return.
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Based on your calculations in (7) above, explain whether your portfolio has outperformed or underperformed the market during the three-month period ending in March 2019.
| MONTH | PRICE_AMBERTECH | PRICE_AGL ENERGY | PRICE_JB HI-FI | ASX ALL ORDINARIES INDEX | 3-MONTH BANK BILL RATE (%) |
| 2015/12/31 | 0.125 | 18.08 | 19.284 | 5344.6 | 2.34 |
| 2016/1/29 | 0.125 | 18.6 | 23.1368 | 5056.6 | 2.30 |
| 2016/2/29 | 0.125 | 18.34 | 21.8624 | 4947.9 | 2.28 |
| 2016/3/31 | 0.15 | 18.4 | 23.2949 | 5151.8 | 2.31 |
| 2016/4/29 | 0.125 | 18.29 | 21.7044 | 5316 | 2.26 |
| 2016/5/31 | 0.145 | 18.59 | 23.0381 | 5447.8 | 2.01 |
| 2016/6/30 | 0.125 | 19.29 | 23.8086 | 5310.4 | 1.99 |
| 2016/7/29 | 0.13 | 20.58 | 25.6264 | 5644 | 1.93 |
| 2016/8/31 | 0.135 | 18.55 | 29.331 | 5529.4 | 1.76 |
| 2016/9/30 | 0.135 | 19.05 | 28.97 | 5525.1 | 1.73 |
| 2016/10/31 | 0.135 | 19.18 | 28.39 | 5402.4 | 1.75 |
| 2016/11/30 | 0.16 | 20.98 | 27.68 | 5502.4 | 1.76 |
| 2016/12/30 | 0.16 | 22.09 | 28.04 | 5719.1 | 1.78 |
| 2017/1/31 | 0.16 | 22.6 | 27.65 | 5675 | 1.78 |
| 2017/2/28 | 0.16 | 24.12 | 26.82 | 5761 | 1.78 |
| 2017/3/31 | 0.2 | 26.37 | 24.7 | 5903.8 | 1.79 |
| 2017/4/28 | 0.2 | 26.76 | 24.69 | 5947.6 | 1.77 |
| 2017/5/31 | 0.2 | 26.35 | 23.12 | 5761.3 | 1.73 |
| 2017/6/30 | 0.15 | 25.5 | 23.37 | 5764 | 1.72 |
| 2017/7/31 | 0.13 | 24.1 | 26.01 | 5773.9 | 1.70 |
| 2017/8/31 | 0.14 | 23.99 | 23.13 | 5776.3 | 1.70 |
| 2017/9/29 | 0.13 | 23.37 | 22.92 | 5744.9 | 1.72 |
| 2017/10/31 | 0.14 | 25.27 | 22.9 | 5976.4 | 1.70 |
| 2017/11/30 | 0.145 | 24.99 | 23.61 | 6057.2 | 1.72 |
| 2017/12/29 | 0.125 | 24.36 | 24.94 | 6167.3 | 1.77 |
| 2018/1/31 | 0.125 | 23.44 | 29.23 | 6146.5 | 1.79 |
| 2018/2/28 | 0.12 | 21.86 | 25.95 | 6117.3 | 1.77 |
| 2018/3/30 | 0.125 | 21.68 | 25.81 | 5868.9 | 1.93 |
| 2018/4/30 | 0.14 | 21.73 | 25.7 | 6071.6 | 2.06 |
| 2018/5/31 | 0.155 | 22.1 | 23.99 | 6123.5 | 1.96 |
| 2018/6/29 | 0.16 | 22.48 | 22.52 | 6289.7 | 2.07 |
| 2018/7/31 | 0.155 | 21.99 | 23.85 | 6366.2 | 2.02 |
| 2018/8/31 | 0.14 | 20.78 | 26.4 | 6427.8 | 1.96 |
| 2018/9/28 | 0.185 | 19.5 | 25.19 | 6325.5 | 1.93 |
| 2018/10/31 | 0.145 | 18 | 23 | 5913.3 | 1.93 |
| 2018/11/30 | 0.145 | 18.81 | 23.17 | 5749.3 | 1.94 |
| 2018/12/31 | 0.145 | 20.6 | 22.14 | 5709.4 | 2.02 |
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