Question: Returns and Volatility (2) Date Closing price Expected Return 25/01/2008 26.64 24/01/2008 27.33 0.025900901 23/01/2008 26.36 -0.035492133 22/01/2008 24.40 -0.07435129 18/01/2008 24.45 0.002045074 17/01/2008 24.96

Returns and Volatility (2)

Date Closing price Expected Return
25/01/2008 26.64
24/01/2008 27.33 0.025900901
23/01/2008 26.36 -0.035492133
22/01/2008 24.40 -0.07435129
18/01/2008 24.45 0.002045074
17/01/2008 24.96 0.020858896
16/01/2008 26.24 0.051282051
15/01/2008 26.94 0.026676829
14/01/2008 29.06 0.078693393
11/01/2008 28.56 -0.017205781
10/01/2008 28.11 -0.015756303
09/01/2008 27.49 -0.022056208
08/01/2008 27.14 -0.012731903
07/01/2008 28.26 0.041267502
04/01/2008 28.24 -0.000707714
03/01/2008 28.93 0.024433428
02/01/2008 28.92 -0.000345662
31/12/2007 29.44 0.017980636
28/12/2007 29.29 -0.005095109
27/12/2007 29.56 0.009218163
26/12/2007 30.45 0.030108254
24/12/2007 30.98 0.017405583
21/12/2007 30.24 -0.023886378
20/12/2007 29.89 -0.011574074
19/12/2007 30.21 0.010705922
18/12/2007 30.38 0.005627276
17/12/2007 30.77 0.012837393
14/12/2007 30.70 -0.002274943
13/12/2007 31.01 0.01009772
12/12/2007 31.47 0.014833925
11/12/2007 33.23 0.055926279
10/12/2007 34.77 0.046343665
07/12/2007 34.31 -0.013229796
06/12/2007 34.35 0.001165841
05/12/2007 33.69 -0.019213974
04/12/2007 32.55 -0.033837934
03/12/2007 33.06 0.015668203
30/11/2007 33.30 0.007259528
29/11/2007 32.29 -0.03033033
28/11/2007 32.29 0
27/11/2007 30.32 -0.0610096
26/11/2007 30.70 0.012532982
23/11/2007 31.70 0.03257329
21/11/2007 30.73 -0.030599369
20/11/2007 31.40 0.021802799
19/11/2007 32.00 0.01910828
16/11/2007 34.00 0.0625
15/11/2007 34.58 0.017058824
14/11/2007 36.04 0.042220937
13/11/2007 35.90 -0.003884573
12/11/2007 33.57 -0.064902507
09/11/2007 33.10 -0.014000596
08/11/2007 32.90 -0.006042296
07/11/2007 33.41 0.01550152
06/11/2007 35.08 0.049985034
05/11/2007 35.90 0.023375143
02/11/2007 37.73 0.05097493
01/11/2007 38.51 0.020673204
31/10/2007 41.90 0.088029083
30/10/2007 42.11 0.005011933
29/10/2007 42.69 0.01377345
26/10/2007 42.63 -0.001405481
25/10/2007 41.23 -0.032840722
24/10/2007 41.82 0.014309968
23/10/2007 42.44 0.014825442
22/10/2007 42.61 0.004005655
19/10/2007 42.36 -0.005867167
18/10/2007 43.83 0.03470255
17/10/2007 44.66 0.018936801
16/10/2007 44.79 0.002910882
15/10/2007 46.24 0.032373298
12/10/2007 47.87 0.035250865
11/10/2007 48.32 0.00940046
10/10/2007 47.14 -0.02442053
09/10/2007 47.62 0.010182435
08/10/2007 47.80 0.003779924
05/10/2007 48.30 0.010460251
04/10/2007 47.63 -0.013871636
03/10/2007 47.89 0.005458744
02/10/2007 47.86 -0.000626436
01/10/2007 47.72 -0.002925198
28/09/2007 46.67 -0.022003353
27/09/2007 46.88 0.004499679
26/09/2007 46.55 -0.007039249
25/09/2007 46.31 -0.005155747
24/09/2007 46.59 0.00604621
21/09/2007 47.51 0.019746727
20/09/2007 47.20 -0.006524942
19/09/2007 48.27 0.022669492
18/09/2007 48.37 0.00207168
17/09/2007 46.03 -0.048377093
14/09/2007 46.64 0.013252227
13/09/2007 46.36 -0.006003431
12/09/2007 45.76 -0.012942192
11/09/2007 46.01 0.005463287
10/09/2007 45.30 -0.015431428
07/09/2007 45.48 0.00397351
06/09/2007 45.66 0.003957784
05/09/2007 46.00 0.007446343
04/09/2007 47.21 0.026304348
31/08/2007 46.88 -0.006990044
30/08/2007 46.23 -0.013865188
29/08/2007 46.95 0.015574302
28/08/2007 46.14 -0.017252396
27/08/2007 47.79 0.035760728
24/08/2007 48.50 0.014856665
23/08/2007 48.35 -0.003092784
22/08/2007 48.43 0.001654602
21/08/2007 48.06 -0.007639893
20/08/2007 48.39 0.006866417
17/08/2007 48.81 0.008679479
16/08/2007 47.55 -0.025814382
15/08/2007 45.61 -0.040799159
14/08/2007 45.66 0.001096251
13/08/2007 46.54 0.019272887
10/08/2007 47.00 0.009883971
09/08/2007 46.90 -0.00212766
08/08/2007 49.49 0.055223881
07/08/2007 48.59 -0.018185492
06/08/2007 48.35 -0.004939288
03/08/2007 45.72 -0.054395036
02/08/2007 47.24 0.033245844
01/08/2007 46.85 -0.008255715
31/07/2007 46.57 -0.005976521
30/07/2007 47.19 0.013313292
27/07/2007 46.97 -0.004662005
26/07/2007 47.81 0.017883756
25/07/2007 49.21 0.029326501
24/07/2007 49.31 0.001989348
23/07/2007 50.86 0.031433786
20/07/2007 50.73 -0.002556036
19/07/2007 51.13 0.007884881
18/07/2007 51.60 0.009192255
17/07/2007 52.46 0.016666667
16/07/2007 52.19 -0.005146778
13/07/2007 52.52 0.00632305
12/07/2007 52.84 0.006092917
11/07/2007 51.41 -0.027062831
10/07/2007 51.00 -0.007975102
09/07/2007 51.60 0.011764706
06/07/2007 51.70 0.001937984
05/07/2007 51.50 -0.003868472
03/07/2007 51.86 0.006990291
02/07/2007 51.64 -0.004242191
29/06/2007 51.29 -0.006777692
28/06/2007 51.81 0.010138429
27/06/2007 51.81 0
26/06/2007 51.15 -0.012738854
25/06/2007 51.69 0.010557185
22/06/2007 52.41 0.013929193
21/06/2007 53.66 0.02385041
20/06/2007 53.44 -0.004099888
19/06/2007 54.26 0.015344311
18/06/2007 53.96 -0.005528935
15/06/2007 53.98 0.000370645
14/06/2007 53.67 -0.005742868
13/06/2007 53.68 0.000186324
12/06/2007 52.60 -0.020119225
11/06/2007 53.47 0.016539924
08/06/2007 53.33 -0.002618291
07/06/2007 52.52 -0.015188449
06/06/2007 53.33 0.015422696
05/06/2007 53.90 0.010688168
04/06/2007 54.15 0.004638219
01/06/2007 54.51 0.006648199
31/05/2007 54.49 -0.000366905
30/05/2007 55.20 0.013029914
29/05/2007 54.91 -0.005253623
25/05/2007 55.12 0.00382444
24/05/2007 54.93 -0.003447025
23/05/2007 55.01 0.001456399
22/05/2007 55.08 0.001272496
21/05/2007 54.84 -0.004357298
18/05/2007 55.00 0.002917578
17/05/2007 54.80 -0.003636364
16/05/2007 54.91 0.002007299
15/05/2007 52.79 -0.038608632
14/05/2007 52.86 0.001326009
11/05/2007 53.11 0.004729474
10/05/2007 53.20 0.001694596
09/05/2007 54.12 0.017293233
08/05/2007 53.72 -0.007390983
07/05/2007 53.88 0.002978407
04/05/2007 54.09 0.00389755
03/05/2007 53.95 -0.002588279
02/05/2007 54.30 0.006487488
01/05/2007 54.20 -0.001841621
30/04/2007 53.62 -0.010701107
27/04/2007 53.37 -0.004662439
26/04/2007 53.56 0.003560052
25/04/2007 53.80 0.004480956
24/04/2007 52.81 -0.018401487
23/04/2007 53.11 0.005680742
20/04/2007 53.42 0.005836942
19/04/2007 53.09 -0.006177462
18/04/2007 52.99 -0.001883594
17/04/2007 52.53 -0.008680883
16/04/2007 52.93 0.007614696
13/04/2007 51.60 -0.025127527
12/04/2007 51.65 0.000968992
11/04/2007 51.80 0.002904163
10/04/2007 52.40 0.011583012
09/04/2007 51.58 -0.015648855
05/04/2007 51.57 -0.000193874
04/04/2007 51.36 -0.004072135
03/04/2007 51.41 0.00097352
02/04/2007 51.05 -0.007002529
30/03/2007 51.34 0.005680705
29/03/2007 51.40 0.001168679
28/03/2007 50.96 -0.008560311
27/03/2007 51.06 0.001962323
26/03/2007 51.54 0.009400705
23/03/2007 51.72 0.003492433
22/03/2007 51.84 0.002320186
21/03/2007 52.03 0.003665123
20/03/2007 50.64 -0.026715357
19/03/2007 50.06 -0.011453397
16/03/2007 49.53 -0.010587295
15/03/2007 50.13 0.01211387
14/03/2007 49.08 -0.020945542
13/03/2007 48.75 -0.006723716
12/03/2007 50.36 0.033025641
09/03/2007 50.33 -0.000595711
08/03/2007 50.50 0.003377707
07/03/2007 50.22 -0.005544554
06/03/2007 50.58 0.007168459
05/03/2007 49.25 -0.026294978
02/03/2007 49.97 0.014619289
01/03/2007 51.08 0.022213328
28/02/2007 50.37 -0.013899765
27/02/2007 50.60 0.00456621
26/02/2007 52.68 0.041106719
23/02/2007 53.77 0.020690964
22/02/2007 53.59 -0.003347592
21/02/2007 53.75 0.002985632
20/02/2007 54.19 0.008186047
16/02/2007 54.10 -0.001660823
15/02/2007 54.21 0.002033272
14/02/2007 54.18 -0.000553403
13/02/2007 53.71 -0.008674788
12/02/2007 53.43 -0.005213182
09/02/2007 53.40 -0.000561482
08/02/2007 54.44 0.019475655
07/02/2007 54.95 0.009368112
06/02/2007 54.95 0.000000000
05/02/2007 54.75 -0.003639672
02/02/2007 54.66 -0.001643836
01/02/2007 54.73 0.001280644
31/01/2007 55.13 0.007308606
30/01/2007 54.27 -0.015599492
29/01/2007 54.06 -0.003869541
26/01/2007 54.67 0.011283759
25/01/2007 53.93 -0.01353576

Ex.2 - Citi dividend history

Ex-Dividend Date Dividend per Share ($) Closing Stock Price ($)
03 August 2006 0.49 48.47
02 Novembre 2006 0.49 49.74
01 February 2007 0.54 54.73
03 May 2007 0.54 53.95
02 August 2007 0.54 47.24
01 November 2007 0.54 38.51

Ex.3-Listed American Options

Expiration Date Option Symbol Type Strike Price ($) Bid ($) Ask ($) Open Interest
17 Jan 2009 VRN.AE Call 25 4.70 4.70 39,297
VRN.AF Call 30 2.60 2.61 87,923
VRN.ME Put 25 3.40 3.45 69,211
VRN.MF Put 30 6.25 6.25 105,537
16 Jan 2010 WRV.AE Call 25 6.10 6.40 19,821
WRV.AF Call 30 4.15 4.45 44,015
WRV.ME Put 25 4.75 4.90 23,785
WRV.MF Put 30 7.55 7.90 49,501

In task 2, you will use part of the Big Game: Goldman Sachs' elephant hunt in Libya case.

The Goldman Sachs "elephant" trade in Libya refers to a series of complex financial transactions between Goldman Sachs and the Libyan Investment Authority (LIA) in 2008. The LIA, Libya's sovereign wealth fund, invested $1.2 billion in high-risk derivatives recommended by Goldman Sachs. These trades, involving bets on the shares of several major companies, including Citigroup, resulted in substantial losses for the LIA while Goldman Sachs profited significantly.

Goldman Sachs' role involved advising the LIA to invest in these complex financial products, which the LIA did not fully understand due to its limited financial expertise. The LIA accused Goldman Sachs of exploiting their lack of sophistication, misrepresenting the risks, and taking advantage of their relationship to secure the deals. The court case in 2016 ruled in favor of Goldman Sachs, stating that there was no undue influence or misrepresentation.

Citigroup's role in this context was as one of the six companies whose shares were included in the derivatives trades. Although Citigroup was not directly implicated in the legal proceedings, it was part of the broader set of trades that led to the LIA's losses during the financial crisis. This broader context underscores the complexity and risks of the financial products involved and the consequences of inadequate understanding of such investments.

Questions:

1. Using simple and continuous compounding, estimate the volatility of Citigroup's stock return using stock price history provided in the spreadsheet template. (10)

A. Estimate the standard deviation of daily returns using Excel's STDEV function.

B. Annualize the standard deviation of daily returns by multiplying it by the square root of the approximate number of trading days in a year. You should find an annualized return volatility for the past 12 months and for the past 6 months. From now on, use the average of these estimates as volatility. Volatility is a key input into option pricing models.

2. Value the trade (i.e., the equivalent call) at inception with a binomial tree (ignore dividends). Build a 3-step tree (1 step = 1 year), creating a template in the Binomial Tree spreadsheet in the Excel file. The up and down factors are u=eTu = e^{\sigma \sqrt{\Delta T}}u=eT and d=1ud = \frac{1}{u}d=u1 with \sigma from Q1 as Citigroup's annual return volatility and T\Delta TT a step in years (e.g., T=1\Delta T = 1T=1 if 1 step = 1 year). (20)

A. Build a tree for Citigroup's stock, and another for the call. What is the call's value?

B. Value the trade at the time of the case (07/23/08). Citigroup's price was $21.12.

3. Value the listed call and put options, again ignoring dividends. (20)

A. Use the same tree to value the 1- and 2-year listed options. To do so, cut the length of a step (e.g., for 1-year options, 1 step = 4 months = 1/3 year). The options being American, the option tree should be adapted to allow early exercise (i.e., before maturity). Show all the calculations in Excel.

B. Might these options be exercised early?

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