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>
<!--l. 8--><p class="noindent" >Steven R. Dunbar <br 
class="newline" />Department of Mathematics <br 
class="newline" />203 Avery Hall <br 
class="newline" />University of Nebraska-Lincoln <br 
class="newline" />Lincoln, NE 68588-0130 <br 
class="newline" /><span 
class="cmtt-12">http://www.math.unl.edu </span><br 
class="newline" />Voice: 402-472-3731 <br 
class="newline" />Fax: 402-472-8466                  </p>
<div class="center" 
>
<!--l. 1--><p class="noindent" >
</p><!--l. 7--><p class="noindent" > <span 
class="cmbx-12x-x-144">Math 489/Math 889</span><br />
<span 
class="cmbx-12x-x-144">Stochastic Processes and</span><br />
<span 
class="cmbx-12x-x-144">Advanced Mathematical Finance</span><br />
<span 
class="cmbx-12x-x-144">Dunbar, Fall 2010</span>
</p></div>
<!--l. 19--><p class="noindent" >__________________________________________________________________________
</p>
<div class="center" 
>
<!--l. 21--><p class="noindent" >
</p><!--l. 21--><p class="noindent" ><span 
class="cmr-17">Speculation and Hedging</span></p></div>
<!--l. 23--><p class="indent" >   _______________________________________________________________________
</p><!--l. 25--><p class="indent" >   <img 
src="../../../../CommonInformation/Lessons/rating.png" alt="QuestionofDay"  
 />
</p>
   <h3 class="likesectionHead"><a 
 id="x1-1000"></a>Rating</h3>
<!--l. 28--><p class="noindent" >Student: contains scenes of mild algebra or calculus that may require
guidance.
</p><!--l. 33--><p class="indent" >   _______________________________________________________________________________________________
</p><!--l. 35--><p class="indent" >   <img 
src="../../../../CommonInformation/Lessons/question_mark.png" alt="QuestionofDay"  
 />
                                                                          

                                                                          
</p>
   <h3 class="likesectionHead"><a 
 id="x1-2000"></a>Question of the Day</h3>
<!--l. 38--><p class="noindent" >Discuss examples in your experience of speculation. (Example: think of &#x201C;scalping
tickets&#x201D;.) A hedge is an investment that is taken out specifically to reduce or
cancel out risk. Discuss examples in your experience of hedges.
</p><!--l. 43--><p class="indent" >   _______________________________________________________________________________________________
</p><!--l. 45--><p class="indent" >   <img 
src="../../../../CommonInformation/Lessons/keyconcepts.png" alt="Key Concepts"  
 />
</p>
   <h3 class="likesectionHead"><a 
 id="x1-3000"></a>Key Concepts</h3>
<!--l. 48--><p class="noindent" >
      </p><ol  class="enumerate1" >
      <li 
  class="enumerate" id="x1-3002x1">Options have two primary uses, <span 
class="cmbx-12">speculation </span>and <span 
class="cmbx-12">hedging</span>.
      </li>
      <li 
  class="enumerate" id="x1-3004x2">Options can be a cheap way of exposing a portfolio to a large amount
      of risk. Sometimes a large amount of risk is desirable. This is the use
      of options and derivatives for <span 
class="cmbx-12">speculation</span>.
      </li>
      <li 
  class="enumerate" id="x1-3006x3">Options  allow  the  investor  to  insure  against  adverse  security  value
      movements while still benefiting from favorable movements. This is use
      of options for <span 
class="cmbx-12">hedging</span>. Of course this insurance comes at the cost of
      buying the option.</li></ol>
<!--l. 62--><p class="noindent" >__________________________________________________________________________
</p><!--l. 64--><p class="indent" >   <img 
src="../../../../CommonInformation/Lessons/vocabulary.png" alt="Vocabulary"  
 />
</p><!--l. 66--><p class="noindent" >
</p>
   <h3 class="likesectionHead"><a 
 id="x1-4000"></a>Vocabulary</h3>
<!--l. 67--><p class="noindent" >
                                                                          

                                                                          
      </p><ol  class="enumerate1" >
      <li 
  class="enumerate" id="x1-4002x1"><span 
class="cmbx-12">Speculation </span>is to assume a financial risk in anticipation of a gain,
      especially to buy or sell in order to profit from market fluctuations.
      </li>
      <li 
  class="enumerate" id="x1-4004x2"><span 
class="cmbx-12">Hedging  </span>is   to   protect   oneself   financially   against   loss   by   a
      counterbalancing  transaction,  especially  to  buy  or  sell  assets  as  a
      protection against loss due to price fluctuation.</li></ol>
<!--l. 78--><p class="noindent" >__________________________________________________________________________
</p><!--l. 80--><p class="indent" >   <img 
src="../../../../CommonInformation/Lessons/mathematicalideas.png" alt="Mathematical Ideas"  
 />
</p><!--l. 82--><p class="noindent" >
</p>
   <h3 class="likesectionHead"><a 
 id="x1-5000"></a>Mathematical Ideas</h3>
<!--l. 85--><p class="noindent" >Options have two primary uses, <span 
class="cmbx-12">speculation </span>and <span 
class="cmbx-12">hedging</span>. Consider speculation
first.
</p><!--l. 89--><p class="noindent" >
</p>
   <h4 class="likesubsectionHead"><a 
 id="x1-6000"></a>Example: Speculation on a stock with calls</h4>
<!--l. 89--><p class="noindent" >An investor who believes that a particular stock, say XYZ, is going to rise may
purchase some shares in the company. If she is correct, she makes money, if she is
wrong she loses money. The investor is <span 
class="cmti-12">speculating</span>. Suppose the price of the stock
goes from $2.50 to $2.70, then the investor makes $0.20 on each $2.50
investment, or a gain of 8%. If the price falls to $2.30, then the investor
loses $0.20 on each $2.50 share, for a loss of 8%. These are both standard
calculations.
</p><!--l. 99--><p class="indent" >   Alternatively, suppose the investor thinks that the share price is going
to rise within the next couple of months, and that the investor buys a
call option with exercise price of $2.50 and expiry date in three months&#x2019;
time.
</p><!--l. 104--><p class="indent" >   Now assume that it costs $0.10 to purchase a European call option on stock
XYZ with expiration date in three months and strike price $2.50. That means in
three months time, the investor could, if the investor chooses to, purchase a share
                                                                          

                                                                          
of XYZ at price $2.50 per share <span 
class="cmti-12">no matter what the current price of XYZ stock</span>
<span 
class="cmti-12">is! </span>Note that the price of $0.10 for this option may or may not be an
appropriate price for the option, I use $0.10 simply because it is easy to
calculate with. However, 3-month option prices are often about 5% of the
stock price, so this is reasonable. In three months time if the XYZ stock
price is $2.70, then the holder of the option may purchase the stock for
$2.50. This action is called exercising the option. It yields an immediate
profit of $0.20. That is, the option holder can buy the share for $2.50 and
immediately sell it in the market for $2.70. On the other hand if in three months
time, the XYZ share price is only $2.30, then it would not be sensible to
exercise the option. The holder lets the option expire. Now observe carefully:
By purchasing an option for $0.10, the holder can derive a net profit
of $0.10 ($0.20 revenue less $0.10 cost) or a loss of $0.10 (no revenue
less $0.10 cost.) The profit or loss is magnified to 100% with the same
probability of change. Investors usually buy options in quantities of hundreds,
thousands, even tens of thousands so the absolute dollar amounts can be
quite large. Compared to stocks, options offer a great deal of leverage,
that is, large relative changes in value for the same investment. Options
expose a portfolio to a large amount of risk cheaply. Sometimes a large
degree of risk is desirable. This is the use of options and derivatives for
speculation.
</p><!--l. 132--><p class="noindent" >
</p>
   <h4 class="likesubsectionHead"><a 
 id="x1-7000"></a>Example: Speculation on a stock with calls</h4>
<!--l. 135--><p class="noindent" >Consider the profit and loss of a investor who buys 100 call options on XYZ stock
with a strike price of $140. Suppose the current stock price is $138, the expiration
date of the option is two months, and the option price is $5. Since the options
are European, the investor can exercise only on the expiration date. If
the stock price on this date is less than $140, the investor will clearly
choose not to exercise the option since buying a stock at $140 that has a
market value less than $140 is not sensible. In these circumstances the
investor loses the whole of the initial investment of $500. If the stock
price is above $140 on the expiration date, the options will be exercised.
Suppose for example,the stock price is $155. By exercising the options, the
investor is able to buy 100 shares for $140 per share. If the shares are sold
                                                                          

                                                                          
immediately, then the investor makes a gain of $15 per share, or $1500
ignoring transaction costs. When the initial cost of the option is taken
into account, the net profit to the investor is $10 per option, or $1000 on
an initial investment of $500. This calculation ignores the time value of
money.
</p><!--l. 154--><p class="noindent" >
</p>
   <h4 class="likesubsectionHead"><a 
 id="x1-8000"></a>Example: Speculation on a stock with puts</h4>
<!--l. 156--><p class="noindent" >Consider an investor who buys 100 European put options on XYZ with a strike
price of $90. Suppose the current stock price is $86, the expiration date of the
option is in 3 months and the option price is $7. Since the options are European,
they will be exercised only if the stock price is below $90 at the expiration date.
Suppose the stock price is $65 on this date. The investor can buy 100
shares for $65 per share, and under the terms of the put option, sell the
same stock for $90 to realize a gain of $25 per share, or $2500. Again,
transaction costs are ignored. When the initial cost of the option is taken into
account, the investor&#x2019;s net profit is $18 per option, or $1800. This is a
profit of 257% even though the stock has only changed price $25 from
an initial of $90, or 28%. Of course, if the final price is above $90, the
put option expires worthless, and the investor loses $7 per option, or
$700.
</p><!--l. 173--><p class="noindent" >
</p>
   <h4 class="likesubsectionHead"><a 
 id="x1-9000"></a>Example: Hedging with calls on foreign exchange rates</h4>
<!--l. 176--><p class="noindent" >Suppose that a U.S. company knows that it is due to pay 1 million pounds to a
British supplier in 90 days. The company has significant foreign exchange
risk. The cost in U.S. dollars of making the payment depends on the
exchange rate in 90 days. The company instead can buy a call option
contract to acquire 1 million pounds at a certain exchange rate, say
<!--l. 181--><math 
 xmlns="http://www.w3.org/1998/Math/MathML" display="inline" ><mn>1</mn><mo 
class="MathClass-punc">.</mo><mn>7</mn></math>
in 90 days. If the actual exchange rate in 90 days proves to be above
<!--l. 182--><math 
 xmlns="http://www.w3.org/1998/Math/MathML" display="inline" ><mn>1</mn><mo 
class="MathClass-punc">.</mo><mn>7</mn></math>,
the company exercises the option and buys the British pounds it
                                                                          

                                                                          
requires for $1,700,000. If the actual exchange rate proves to be below
<!--l. 184--><math 
 xmlns="http://www.w3.org/1998/Math/MathML" display="inline" ><mn>1</mn><mo 
class="MathClass-punc">.</mo><mn>7</mn></math>, the
company buys the pounds in the market in the usual way. This option strategy
allows the company to insure itself against adverse exchange rate increases while
still benefiting from favorable decreases. Of course this insurance comes at
the relatively small cost of buying the option on the foreign exchange
rate.
</p><!--l. 191--><p class="noindent" >
</p>
   <h4 class="likesubsectionHead"><a 
 id="x1-10000"></a>Example: Hedging with a portfolio with puts and calls</h4>
<!--l. 193--><p class="noindent" >Since the value of a call option rises when an asset price rises, what happens to
the value of a portfolio containing both shares of stock of XYZ and a negative
position in call options on XYZ stock? If the stock price is rising, the call option
value will also rise, the negative position in calls will become greater, and the net
portfolio should remain approximately constant if the positions are held in the
right ratio. If the stock price is falling then the call option value price is
also falling. The negative position in calls will become smaller. If held
in the proper amounts, the total value of the portfolio should remain
constant! The risk (or more precisely, the variation) in the portfolio is
reduced! The reduction of risk by taking advantage of such correlations is
called <span 
class="cmti-12">hedging</span>. Used carefully, options are an indipensable tool of risk
management.
</p><!--l. 208--><p class="indent" >   Consider a stock currently selling at $100 and having a standard deviation
in its price fluctuations of 10%. We can use the Black-Scholes formula
derived later in the course to show that a call option with a strike price
of $100 and a time to expiration of one year would sell for $11.84. A 1
percent rise in the stock from $100 to $101 would drive the option price to
$12.73.
</p><!--l. 215--><p class="indent" >   Suppose a trader has an original portfolio comprised of 8944 shares of stock
selling at $100 per share. (The unusual number of 8944 shares will be
calculated later from the Black-Scholes formula as a <span 
class="cmti-12">hedge ratio</span>. ) Assume
also that a trader short sells call options on 10,000 shares at the current
price of $11.84. That is, the short seller borrows the options from another
trader and must later repay it, creating a negative position in the option
value. Once the option is borrowed, the short seller sells it and takes the
                                                                          

                                                                          
money from the sale. The transaction is called <span 
class="cmti-12">short selling </span>because the
trader sells a good he or she does not actually own and must later pay
it back. In the table this short position in the option is indicated by a
minus sign. The entire portfolio of shares and options has a net value of
$776,000.
</p><!--l. 230--><p class="indent" >   Now consider the effect of a 1 percent change in the price of the stock. If the
stock increases 1 percent,the shares will be worth $903,344. The option price will
increase from $11.84 to $12.73. But since the portfolio also involves a short
position in 10,000 options, this creates a loss of $8,900. This is the additional
value of what the borrowed options are now worth, so it must additionally be paid
back! After these two effects are taken into account, the value of the portfolio will
be $776,044. This is virtually identical to the original value. The slight
discrepancy of $44 is rounding error due to the fact that the number of
stock shares calculated from the hedge ratio is rounded to an integer
number of shares, and the change in option value is rounded to the nearest
penny.
</p><!--l. 243--><p class="indent" >   On the other hand of the stock price falls by 1 percent, there will be a loss in
the stock of $8944. The price on this option will fall from $11.84 to $10.95 and
this means that the entire drop in the price of the 10,000 options will be $8900.
Taking both of these effects into account, the portfolio will then be worth
$776,956. The overall value of the portfolio will not change regardless of what
happens to the stock price. If the stock price increases, there is an offsetting loss
on the option, if the stock price falls, there is an offsetting gain on the
option.
</p>
   <div class="tabular"> <table id="TBL-1" class="tabular" 
cellspacing="0" cellpadding="0"  
><colgroup id="TBL-1-1g"><col 
id="TBL-1-1" /><col 
id="TBL-1-2" /></colgroup><tr  
 style="vertical-align:baseline;" id="TBL-1-1-"><td  style="text-align:left; white-space:nowrap;" id="TBL-1-1-1"  
class="td11">Original Portfolio                   </td><td  style="text-align:right; white-space:nowrap;" id="TBL-1-1-2"  
class="td11"><!--l. 254--><math 
 xmlns="http://www.w3.org/1998/Math/MathML" display="inline" ><mi 
>S</mi> <mo 
class="MathClass-rel">=</mo> <mn>1</mn><mn>0</mn><mn>0</mn></math>, <!--l. 254--><math 
 xmlns="http://www.w3.org/1998/Math/MathML" display="inline" ><mi 
>C</mi> <mo 
class="MathClass-rel">=</mo> <mi 
>$</mi><mn>1</mn><mn>1</mn><mo 
class="MathClass-punc">.</mo><mn>8</mn><mn>4</mn></math></td>
</tr><tr 
class="hline"><td><hr /></td><td><hr /></td></tr><tr  
 style="vertical-align:baseline;" id="TBL-1-2-"><td  style="text-align:left; white-space:nowrap;" id="TBL-1-2-1"  
class="td11">8,944 shares of stock                </td><td  style="text-align:right; white-space:nowrap;" id="TBL-1-2-2"  
class="td11">                                                                                                                        $894,400</td>
</tr><tr  
 style="vertical-align:baseline;" id="TBL-1-3-"><td  style="text-align:left; white-space:nowrap;" id="TBL-1-3-1"  
class="td11">Short position on 10,000 options</td><td  style="text-align:right; white-space:nowrap;" id="TBL-1-3-2"  
class="td11">                                                                                                                        -$118,400</td>
</tr><tr  
 style="vertical-align:baseline;" id="TBL-1-4-"><td  style="text-align:left; white-space:nowrap;" id="TBL-1-4-1"  
class="td11">Total value                            </td><td  style="text-align:right; white-space:nowrap;" id="TBL-1-4-2"  
class="td11">                                                                                                                        $776,000</td>
</tr><tr 
class="hline"><td><hr /></td><td><hr /></td></tr><tr 
class="hline"><td><hr /></td><td><hr /></td></tr><tr  
 style="vertical-align:baseline;" id="TBL-1-5-"><td  style="text-align:left; white-space:nowrap;" id="TBL-1-5-1"  
class="td11">Stock Price rises 1%                </td><td  style="text-align:right; white-space:nowrap;" id="TBL-1-5-2"  
class="td11"><!--l. 261--><math 
 xmlns="http://www.w3.org/1998/Math/MathML" display="inline" ><mi 
>S</mi> <mo 
class="MathClass-rel">=</mo> <mn>1</mn><mn>0</mn><mn>1</mn></math>, <!--l. 261--><math 
 xmlns="http://www.w3.org/1998/Math/MathML" display="inline" ><mi 
>C</mi> <mo 
class="MathClass-rel">=</mo> <mi 
>$</mi><mn>1</mn><mn>2</mn><mo 
class="MathClass-punc">.</mo><mn>7</mn><mn>3</mn></math></td>
</tr><tr 
class="hline"><td><hr /></td><td><hr /></td></tr><tr  
 style="vertical-align:baseline;" id="TBL-1-6-"><td  style="text-align:left; white-space:nowrap;" id="TBL-1-6-1"  
class="td11">8,944 shares of stock                </td><td  style="text-align:right; white-space:nowrap;" id="TBL-1-6-2"  
class="td11">                                                                                                                        $903,344</td>
</tr><tr  
 style="vertical-align:baseline;" id="TBL-1-7-"><td  style="text-align:left; white-space:nowrap;" id="TBL-1-7-1"  
class="td11">Short position on 10,000 options</td><td  style="text-align:right; white-space:nowrap;" id="TBL-1-7-2"  
class="td11">                                                                                                                        -$127,300</td>
</tr><tr  
 style="vertical-align:baseline;" id="TBL-1-8-"><td  style="text-align:left; white-space:nowrap;" id="TBL-1-8-1"  
class="td11">Total value                            </td><td  style="text-align:right; white-space:nowrap;" id="TBL-1-8-2"  
class="td11">                                                                                                                        $776,044</td>
</tr><tr 
class="hline"><td><hr /></td><td><hr /></td></tr><tr 
class="hline"><td><hr /></td><td><hr /></td></tr><tr  
 style="vertical-align:baseline;" id="TBL-1-9-"><td  style="text-align:left; white-space:nowrap;" id="TBL-1-9-1"  
class="td11">Stock price falls 1%                 </td><td  style="text-align:right; white-space:nowrap;" id="TBL-1-9-2"  
class="td11"><!--l. 268--><math 
 xmlns="http://www.w3.org/1998/Math/MathML" display="inline" ><mi 
>S</mi> <mo 
class="MathClass-rel">=</mo> <mn>9</mn><mn>9</mn></math>, <!--l. 268--><math 
 xmlns="http://www.w3.org/1998/Math/MathML" display="inline" ><mi 
>C</mi> <mo 
class="MathClass-rel">=</mo> <mi 
>$</mi><mn>1</mn><mn>0</mn><mo 
class="MathClass-punc">.</mo><mn>9</mn><mn>5</mn></math></td>
</tr><tr 
class="hline"><td><hr /></td><td><hr /></td></tr><tr  
 style="vertical-align:baseline;" id="TBL-1-10-"><td  style="text-align:left; white-space:nowrap;" id="TBL-1-10-1"  
class="td11">8,944 shares of stock                </td><td  style="text-align:right; white-space:nowrap;" id="TBL-1-10-2"  
class="td11">                                                                                                                        $885,456</td>
</tr><tr  
 style="vertical-align:baseline;" id="TBL-1-11-"><td  style="text-align:left; white-space:nowrap;" id="TBL-1-11-1"  
class="td11">Short position on options         </td><td  style="text-align:right; white-space:nowrap;" id="TBL-1-11-2"  
class="td11">                                                                                                                        -$109,500</td>
</tr><tr  
 style="vertical-align:baseline;" id="TBL-1-12-"><td  style="text-align:left; white-space:nowrap;" id="TBL-1-12-1"  
class="td11">Total value                            </td><td  style="text-align:right; white-space:nowrap;" id="TBL-1-12-2"  
class="td11">                                                                                                                        $775,956</td>
</tr><tr 
class="hline"><td><hr /></td><td><hr /></td></tr><tr  
 style="vertical-align:baseline;" id="TBL-1-13-"><td  style="text-align:left; white-space:nowrap;" id="TBL-1-13-1"  
class="td11">                           </td> </tr></table>
</div>
<!--l. 276--><p class="indent" >   This example is not intended to illustrate a prudent investment strategy. If an
                                                                          

                                                                          
investor desired to maintain a constant amount of money, instead putting
the sum of money invested in shares into the bank or in Treasury bills
would safeguard the sum and even pay a modest amount of interest. If the
investor wished to maximize the investment, then investing in stocks solely
and enduring a probable 10% loss in value would still leave a larger total
investment.
</p><!--l. 284--><p class="indent" >   This example is a first example of short selling. It is also an illustration of how
holding an asset and short selling a related asset in carefully calibrated ratios can
hold a total investment constant. The technique of holding and short-selling to
hold a portfolio constant will later be an important component in deriving the
Black-Scholes formula.
</p><!--l. 291--><p class="noindent" >
</p>
   <h4 class="likesubsectionHead"><a 
 id="x1-11000"></a>Sources</h4>
<!--l. 293--><p class="noindent" >The ideas in this section are adapted from <span 
class="cmti-12">Options, Futures and other Derivative</span>
<span 
class="cmti-12">Securities </span>by J. C. Hull, Prentice-Hall, Englewood Cliffs, New Jersey, 1993 and
<span 
class="cmti-12">The Mathematics of Financial Derivatives </span>by P. Wilmott, S. Howison, J.
Dewynne, Cambridge University Press, 1995, Section 1.4, &#x201C;What are options
for?&#x201D;, Page 13, and <span 
class="cmti-12">Financial Derivatives </span>by Robert Kolb, New York Institute of
Finance, New York, 1994, page 110.
</p><!--l. 301--><p class="indent" >   _______________________________________________________________________________________________
</p><!--l. 303--><p class="indent" >   <img 
src="../../../../CommonInformation/Lessons/solveproblems.png" alt="QuestionofDay"  
 />
</p><!--l. 305--><p class="noindent" >
</p>
   <h3 class="likesectionHead"><a 
 id="x1-12000"></a>Problems to Work for Understanding</h3>
<!--l. 307--><p class="noindent" >
      </p><ol  class="enumerate1" >
      <li 
  class="enumerate" id="x1-12002x1">You would like to speculate on a rise in the price of a certain stock. The
      current stock price is $29 and a 3-month call with strike of $30 costs
      $2.90. You have $5,800 to invest. Identify two alternative strategies, one
      involving investment in the stock, and the other involving investment
      in the option. What are the potential gains and losses from each?
                                                                          

                                                                          
      </li>
      <li 
  class="enumerate" id="x1-12004x2">A company knows it is to receive a certain amount of foreign currency
      in 4 months. What type of option contract is appropriate for hedging?
      Please be very specific.
      </li>
      <li 
  class="enumerate" id="x1-12006x3">The current price of a stock is $94 and 3-month call options with a
      strike price of $95 currently sell for $4.70. An investor who feels that
      the price of the stock will increase is trying to decide between buying
      100 shares and buying 2,000 call options. Both strategies involve an
      investment of $9,400. Write and solve an inequality to determine how
      high the stock price must rise for the option strategy to be the more
      profitable. What advice would you give?</li></ol>
<!--l. 338--><p class="noindent" >__________________________________________________________________________
</p><!--l. 340--><p class="indent" >   <img 
src="../../../../CommonInformation/Lessons/books.png" alt="QuestionofDay"  
 />
</p><!--l. 342--><p class="noindent" >
</p>
   <h3 class="likesectionHead"><a 
 id="x1-13000"></a>Reading Suggestion:</h3>
<!--l. 1--><p class="noindent" >
</p>
   <h3 class="likesectionHead"><a 
 id="x1-14000"></a>References</h3>
<!--l. 1--><p class="noindent" >
   </p><div class="thebibliography">
   <p class="bibitem" ><span class="biblabel">
 [1]<span class="bibsp">&#x00A0;&#x00A0;&#x00A0;</span></span><a 
 id="Xhull93"></a>John&#x00A0;C.  Hull.   <span 
class="cmti-12">Options,  Futures,  and  other  Derivative  Securities</span>.
   Prentice-Hall, second edition edition, 1993. economics, finance, HG 6024
   A3H85.
   </p>
   <p class="bibitem" ><span class="biblabel">
 [2]<span class="bibsp">&#x00A0;&#x00A0;&#x00A0;</span></span><a 
 id="Xkolb93"></a>Robert&#x00A0;W. Kolb. <span 
class="cmti-12">Financial Derivatives</span>. Institute of Finance, 1993.
                                                                          

                                                                          
   </p>
   <p class="bibitem" ><span class="biblabel">
 [3]<span class="bibsp">&#x00A0;&#x00A0;&#x00A0;</span></span><a 
 id="Xwilmott95"></a>Paul Wilmott, S.&#x00A0;Howison, and J.&#x00A0;Dewynne.  <span 
class="cmti-12">The Mathematics of</span>
   <span 
class="cmti-12">Financial Derivatives</span>. Cambridge University Press, 1995.
</p>
   </div>
<!--l. 363--><p class="noindent" >__________________________________________________________________________
</p><!--l. 365--><p class="indent" >   <img 
src="../../../../CommonInformation/Lessons/chainlink.png" alt="Links"  
 />
</p><!--l. 367--><p class="noindent" >
</p>
   <h3 class="likesectionHead"><a 
 id="x1-15000"></a>Outside Readings and Links:</h3>
      <ul class="itemize1">
      <li class="itemize"><a 
href="http://www.youtube.com/watch?v=G17rx7H3DtI" >Speculation and Hedging</a>. A short youtube video on speculation and
      hedging, from &#x201C;The Trillion Dollar Bet&#x201D;.
      </li>
      <li class="itemize"><a 
href="http://www.youtube.com/watch?v=xxZtWDJGEvA" >More Speculation and Hedging</a>. A short youtube video on speculation
      and hedging.</li></ul>
<!--l. 379--><p class="noindent" >__________________________________________________________________________
</p><!--l. 3--><p class="indent" >   <span 
class="cmr-10x-x-109">I check all the information on each page for correctness and typographical errors.</span>
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</p><!--l. 22--><p class="indent" >   <span 
class="cmr-10x-x-109">Information on this website is subject to change without notice.</span>
</p><!--l. 2--><p class="indent" >   Steve Dunbar&#x2019;s Home Page, <span class="obeylines-h"><span class="verb"><span 
class="cmtt-12">http://www.math.unl.edu/~sdunbar1</span></span></span>
</p><!--l. 4--><p class="indent" >   Email to Steve Dunbar, <span class="obeylines-h"><span class="verb"><span 
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</p><!--l. 383--><p class="indent" >   Last modified: Processed from <span class="LATEX">L<span class="A">A</span><span class="TEX">T<span 
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