Please show your work. Thank you.
Question(s): Please answer first question first.
1. Calculate Beta
2. Run a regression analysis using one set of returns as dependent or outcome (Y) and the other as independent or (X).
Option | Time of last trade | Exp Date | PrevClose | Open | Bid | Ask | Strike | Vol | Open Int | IV | ||||
1 | 7-Jan-19 | ITM_P | AAPL190118P00160000 | 2019-01-07 3:57PM EST | 1/18/19 | 12.33 | 11.85 | 12.10 | 12.65 | 160.00 | 848 | 35,209 | 37.96% | |
2 | 8-Jan-19 | ITM_P | AAPL190118P00160000 | 2019-01-07 3:57PM EST | 1/18/19 | 12.33 | 10.90 | 9.50 | 9.75 | 160.00 | 1,020 | 33,110 | 31.30% | |
3 | 8-Jan-19 | ITM_P | AAPL190118P00160000 | 2019-01-09 2:16PM EST | 1/18/19 | 9.75 | 9.00 | 9.70 | 6.85 | 160.00 | 517 | 33 | 19.73% | |
4 | 9-Jan-19 | ITM_P | AAPL190118P00160000 | 2019-01-07 3:57PM EST | 1/18/19 | 9.75 | 10.90 | - | - | 160.00 | 1,020 | 32,630 | 35.47% | |
5 | 9-Jan-19 | ITM_P | AAPL190118P00160000 | 2019-01-09 3:39PM EST | 1/18/19 | 9.75 | 9.1 | 8.2 | 8.35 | 160.00 | 139 | 32,630 | 24.71% | |
6 | 9-Jan-19 | ITM_P | AAPL190118P00160000 | 2019-01-09 3:39PM EST | 1/18/19 | 9.75 | 9 | 7.65 | 7.8 | 160.00 | 219 | 32,630 | 31.13% | |
7 | 9-Jan-19 | ITM_P | AAPL190118P00160000 | 2019-01-09 3:59PM EST | 1/18/19 | 9.75 | 9 | 7.2 | 7.4 | 160.00 | 879 | 33 | 28.15% | |
8 | 10-Jan-19 | ITM_P | AAPL190118P00160000 | 2019-01-10 1:47PM EST | 1/18/19 | 7.25 | 8.25 | 7.05 | 7.2 | 160.00 | 1,287 | 32,450 | 32.98% | |
9 | 10-Jan-19 | ITM_P | AAPL190118P00160000 | 2019-01-10 3:57PM EST | 1/18/19 | 7.25 | 8.25 | 6.65 | 6.85 | 160.00 | 1,373 | 32,450 | 27.32% | |
10 | 11-Jan-19 | ITM_P | AAPL190118P00160000 | 2019-01-10 3:57PM EST | 1/18/19 | 6.85 | 8.25 | 0 | 0 | 160.00 | 1,373 | 32,270 | 0.00% | |
Time of last trade | Exp Date | ^GSPC_PrevClose | ^GSPC_Open | Bid | Ask | Strike | Day Range | Vol | Open Int | IV | ||||
1 | 7-Jan-19 | ITM_P | SPX190118P02575000 | 1/18/19 | 43.10 | 38.50 | 32.70 | 33.00 | 2,575 | 29.60 - 45.50 | 27,133 | 22,930 | 19.24% | |
2 | 8-Jan-19 | ITM_P | SPX190118P02575000 | 1/18/19 | 43.10 | 36.50 | 31.90 | 33.00 | 2,575 | 29.60 - 45.50 | 27,133 | 22,930 | 19.24% | |
3 | 8-Jan-19 | ITM_P | SPX190118P02575000 | 1/18/19 | 31.50 | 26.35 | 24.40 | 25.00 | 2,575 | 20.98 29.40 | 8,040 | 41,950 | 18.50% | |
4 | 9-Jan-19 | ITM_P | SPX190118P02575000 | 2019-01-08 4:14PM EST | 1/18/19 | 31.50 | 36.50 | 26.80 | 28.50 | 2,575 | 29.60 - 45.50 | 27,133 | 41,950 | 16.59% |
5 | 9-Jan-19 | ITM_P | SPX190118P02575000 | 2019-01-09 11:26AM EST | 1/18/19 | 31.50 | 26.35 | 23.80 | 25.00 | 2,575 | 23.7 - 29.4 | 3,394 | 41,950 | 16.85% |
6 | 9-Jan-19 | ITM_P | SPX190118P02575000 | 2019-01-09 1:59PM EST | 1/18/19 | 31.50 | 26.35 | 21.30 | 21.80 | 2,575 | 20.98-29.40 | 8,812 | 4,195 | 15.63% |
7 | 9-Jan-19 | ITM_P | SPX190118P02575000 | 2019-01-09 4:12PM EST | 1/18/19 | 31.50 | 26.35 | 24.30 | 25.30 | 2,575 | 20.98 - 29.40 | 10,445 | 41,950 | 17.62% |
8 | 10-Jan-19 | ITM_P | SPX190118P02575000 | 2019-01-10 1:45PM EST | 1/18/19 | 23.30 | 21.20 | 21.70 | 31.50 | 2,575 | 19.5-32.2 | 28,722 | 46,310 | 18.80% |
9 | 10-Jan-19 | ITM_P | SPX190118P02575000 | 2019-01-10 4:19PM EST | 1/18/19 | 23.50 | 30.30 | 16.90 | 17.50 | 2,575 | 15.65-32.20 | 29,756 | 46,310 | 16.64% |
10 | 11-Jan-19 | ITM_P | SPX190118P02575000 | 2019-01-11 6:28AM EST | 1/18/19 | 16.50 | 16.80 | 18.90 | 20.40 | 2,575 | 16.80-18.40 | 2 | 37,230 | 20.18% |
S.No | option close | option open | change in option price | market close | market open | change in market price | percent change in option price | percent change in market price |
1 | 12.33 | 11.85 | -0.03892944 | 43.1 | 38.5 | -0.106728538 | -3.892944039 | -10.67285383 |
2 | 12.33 | 10.9 | -0.115977291 | 43.1 | 36.5 | -0.153132251 | -11.59772912 | -15.31322506 |
3 | 9.75 | 9 | -0.076923077 | 31.5 | 26.35 | -0.163492063 | -7.692307692 | -16.34920635 |
4 | 9.75 | 10.9 | 0.117948718 | 31.5 | 36.5 | 0.158730159 | 11.79487179 | 15.87301587 |
5 | 9.75 | 9.1 | -0.066666667 | 31.5 | 26.35 | -0.163492063 | -6.666666667 | -16.34920635 |
6 | 9.75 | 9 | -0.076923077 | 31.5 | 26.35 | -0.163492063 | -7.692307692 | -16.34920635 |
7 | 9.75 | 9 | -0.076923077 | 31.5 | 26.35 | -0.163492063 | -7.692307692 | -16.34920635 |
8 | 7.25 | 8.25 | 0.137931034 | 23.3 | 21.2 | -0.090128755 | 13.79310345 | -9.012875536 |
9 | 7.25 | 8.25 | 0.137931034 | 23.5 | 30.3 | 0.289361702 | 13.79310345 | 28.93617021 |
10 | 6.85 | 8.25 | 0.204379562 | 16.5 | 16.8 | 0.018181818 | 20.4379562 | 1.818181818 |
Beta from regression is 0.5553
BETA FORMULA = SLOPE (percent change in option price; percent change in market price)
Please show your work. Thank you. Question(s): Please answer first question first. 1. Calculate Beta 2....
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