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.

  1. Report the following for each stock: alpha, beta and correlation with the market.

  2. Which stock has the highest sensitivity to the movements in the market?

  3. Which stock has the lowest sensitivity to the movements in the market?

  4. What proportion of the variation in the return of each stock is explained by the movements in the market?

  5. 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.

  6. 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.

    1. What is the beta of your portfolio?

    2. What is the market risk of your portfolio?

    3. What is the unique risk of your portfolio?

  7. 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.

  8. 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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