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Stochastic Processes and
Advanced Mathematical Finance
Homework 4 </title> 
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<h2 class="titleHead">Math 489/889<br />
Stochastic Processes and<br />
Advanced Mathematical Finance<br />
Homework 4 </h2>
<div class="author" ><span 
class="cmr-12x-x-120">Steve Dunbar</span></div><br />
<div class="date" ><span 
class="cmr-12x-x-120">Due Sept 27, 2010</span></div>
   </div>
      <ol  class="enumerate1" >
      <li 
  class="enumerate" id="x1-3x1">Consider a stock whose price today is $50. Suppose that over the next
      year, the stock price can either go up by 6%, or down by 3%, so the stock
      price at the end of the year is either $53 or $48.50. The continuously
      compounded interest rate on a $1 bond is 4%. If there also exists a call
      option on the stock with an exercise price of $50, then what is the price
      of the call option? Also, what is the replicating portfolio?
      </li>
      <li 
  class="enumerate" id="x1-5x2">A stock price is currently $50. it is known that at the end of 6 months, it
      will either be $60 or $42. The risk-free rate of interest with continuous
      compounding on a $1 bond is 10% per year. Calculate the value of a
      6-month European call option on the stock with strike price $48 and
      find the replicating portfolio.
      </li>

      <li 
  class="enumerate" id="x1-7x3">Consider a three-time-stage example. The first time interval is a month,
      then the second time interval is two months, finally, the third time
      interval is a month again. A stock starts at 50. In the first interval, the
      stock can go up by 10% or down by 3%, in the second interval the stock
      can go up by 5% or down by 5%, finally in the third time interval, the
      stock can go up by 6% or down by 3%. The continuously compounded
      interest rate on a $1 bond is 2% in the fist period, 3% in the second
      period, and 4% in the third period. Find the price of a call option with
      exercise price 50, with exercise date at the end of the 4 months. Also,
      find the replicating portfolio at each node.
      </li>
      <li 
  class="enumerate" id="x1-9x4">A <span 
class="cmti-12">long strangle option  </span>pays <!--l. 47--><math 
 xmlns="http://www.w3.org/1998/Math/MathML" display="inline" ><mo class="qopname"> max</mo><mrow ><mo 
class="MathClass-open">(</mo><mrow><msub><mrow 
><mi 
>K</mi></mrow><mrow 
><mn>1</mn></mrow></msub 
> <mo 
class="MathClass-bin">&#x2212;</mo> <mi 
>S</mi><mo 
class="MathClass-punc">,</mo> <mn>0</mn><mo 
class="MathClass-punc">,</mo><mi 
>S</mi> <mo 
class="MathClass-bin">&#x2212;</mo> <msub><mrow 
><mi 
>K</mi></mrow><mrow 
><mn>2</mn></mrow></msub 
></mrow><mo 
class="MathClass-close">)</mo></mrow></math>
      if it expires when the underlying stock value is <!--l. 48--><math 
 xmlns="http://www.w3.org/1998/Math/MathML" display="inline" ><mi 
>S</mi></math>.
      The parameters <!--l. 48--><math 
 xmlns="http://www.w3.org/1998/Math/MathML" display="inline" ><msub><mrow 
><mi 
>K</mi></mrow><mrow 
><mn>1</mn></mrow></msub 
></math>
      and <!--l. 48--><math 
 xmlns="http://www.w3.org/1998/Math/MathML" display="inline" ><msub><mrow 
><mi 
>K</mi></mrow><mrow 
><mn>2</mn></mrow></msub 
></math>
      are the lower strike price and the upper strike price, and <!--l. 49--><math 
 xmlns="http://www.w3.org/1998/Math/MathML" display="inline" ><msub><mrow 
><mi 
>K</mi></mrow><mrow 
><mn>1</mn></mrow></msub 
> <mo 
class="MathClass-rel">&#x003C;</mo> <msub><mrow 
><mi 
>K</mi></mrow><mrow 
><mn>2</mn></mrow></msub 
></math>.
      A stock currently has price $100 and goes up or down by 20% in each
      time period. What is the value of such a long strangle option with lower
      strike <!--l. 52--><math 
 xmlns="http://www.w3.org/1998/Math/MathML" display="inline" ><mn>9</mn><mn>0</mn></math>
      and upper strike <!--l. 52--><math 
 xmlns="http://www.w3.org/1998/Math/MathML" display="inline" ><mn>1</mn><mn>1</mn><mn>0</mn></math>
      at expiration 2 time units in the future? Assume a simple interest rate
      of 10% in each time period.
      </li>
      <li 
  class="enumerate" id="x1-11x5">Your friend, the financial analyst comes to you, the mathematical economist,
      with a proposal: &#x201C;The single period binomial pricing is all right as far as
      it goes, but it certainly is simplistic. Why not modify it slightly to make
      it a little more realistic? Specifically, assume the stock can take <span 
class="cmti-12">three</span>
      values at time <!--l. 63--><math 
 xmlns="http://www.w3.org/1998/Math/MathML" display="inline" ><mi 
>T</mi></math>,
      say it goes up by a factor <!--l. 63--><math 
 xmlns="http://www.w3.org/1998/Math/MathML" display="inline" ><mi 
>U</mi></math>
      with probability <!--l. 63--><math 
 xmlns="http://www.w3.org/1998/Math/MathML" display="inline" ><msub><mrow 
><mi 
>p</mi></mrow><mrow 
><mi 
>U</mi></mrow></msub 
></math>,
      it goes down by a factor <!--l. 64--><math 
 xmlns="http://www.w3.org/1998/Math/MathML" display="inline" ><mi 
>D</mi></math>
      with probability <!--l. 64--><math 
 xmlns="http://www.w3.org/1998/Math/MathML" display="inline" ><msub><mrow 
><mi 
>p</mi></mrow><mrow 
><mi 
>D</mi></mrow></msub 
></math>,
      where <!--l. 64--><math 
 xmlns="http://www.w3.org/1998/Math/MathML" display="inline" ><mi 
>D</mi> <mo 
class="MathClass-rel">&#x003C;</mo> <mn>1</mn> <mo 
class="MathClass-rel">&#x003C;</mo> <mi 
>U</mi></math>
      and the stock stays somewhere in between, changing by a factor <!--l. 65--><math 
 xmlns="http://www.w3.org/1998/Math/MathML" display="inline" ><mi 
>M</mi></math>
      with probability <!--l. 66--><math 
 xmlns="http://www.w3.org/1998/Math/MathML" display="inline" ><msub><mrow 
><mi 
>p</mi></mrow><mrow 
><mi 
>M</mi></mrow></msub 
></math>
      where <!--l. 66--><math 
 xmlns="http://www.w3.org/1998/Math/MathML" display="inline" ><mi 
>D</mi> <mo 
class="MathClass-rel">&#x003C;</mo> <mi 
>M</mi> <mo 
class="MathClass-rel">&#x003C;</mo> <mi 
>U</mi></math>

      and <!--l. 66--><math 
 xmlns="http://www.w3.org/1998/Math/MathML" display="inline" ><msub><mrow 
><mi 
>p</mi></mrow><mrow 
><mi 
>D</mi></mrow></msub 
> <mo 
class="MathClass-bin">+</mo> <msub><mrow 
><mi 
>p</mi></mrow><mrow 
><mi 
>M</mi></mrow></msub 
> <mo 
class="MathClass-bin">+</mo> <msub><mrow 
><mi 
>p</mi></mrow><mrow 
><mi 
>U</mi></mrow></msub 
> <mo 
class="MathClass-rel">=</mo> <mn>1</mn></math>.&#x201D;
      The market contains only this stock, a bond with a continuously compounded
      risk-free rate <!--l. 68--><math 
 xmlns="http://www.w3.org/1998/Math/MathML" display="inline" ><mi 
>r</mi></math>
      and an option on the stock with payoff function <!--l. 69--><math 
 xmlns="http://www.w3.org/1998/Math/MathML" display="inline" ><mi 
>f</mi><mrow ><mo 
class="MathClass-open">(</mo><mrow><msub><mrow 
><mi 
>S</mi></mrow><mrow 
><mi 
>T</mi> </mrow></msub 
></mrow><mo 
class="MathClass-close">)</mo></mrow></math>.
      Make a mathematical model based on your friend&#x2019;s suggestion and
      provide a critique of the model based on the classical applied mathematics
      criteria of existence of solutions to the model and uniqueness of solutions
      to the model.
      </li></ol>
    
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