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<Text-field style="Text" layout="Normal"><Font encoding="UTF-8">In financial mathematics, the implied volatility of an option contract is that value of the volatility of the underlying instrument which, when input in an option pricing model (such as Black\342\200\223Scholes) will return a theoretical value equal to the current market price of the option. A non-option financial instrument that has embedded optionality, such as an interest rate cap, can also have an implied volatility. Implied volatility, a forward-looking and subjective measure, differs from historical volatility because the latter is calculated from known past returns of a security.</Font></Text-field>
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<Text-field style="Text" layout="Normal"><Font encoding="UTF-8">An option pricing model, such as Black\342\200\223Scholes, uses a variety of inputs to derive a theoretical value for an option. Inputs to pricing models vary depending on the type of option being priced and the pricing model used. However, in general, the value of an option depends on an estimate of the future realized price volatility, \317\203, of the underlying. Or, mathematically:</Font></Text-field>
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<Font encoding="UTF-8">where C is the theoretical value of an option, and f is a pricing model that depends on \317\203, along with other inputs.</Font></Font></Text-field>
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The function  <Equation executable="false" style="2D Math" input-equation="" display="LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYlLUkjbWlHRiQ2JVEiZkYnLyUnaXRhbGljR1EldHJ1ZUYnLyUsbWF0aHZhcmlhbnRHUSdpdGFsaWNGJy1JI21vR0YkNi1RIn5GJy9GM1Enbm9ybWFsRicvJSZmZW5jZUdRJmZhbHNlRicvJSpzZXBhcmF0b3JHRj0vJSlzdHJldGNoeUdGPS8lKnN5bW1ldHJpY0dGPS8lKGxhcmdlb3BHRj0vJS5tb3ZhYmxlbGltaXRzR0Y9LyUnYWNjZW50R0Y9LyUnbHNwYWNlR1EmMC4wZW1GJy8lJ3JzcGFjZUdGTEY5">LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYlLUkjbWlHRiQ2JVEiZkYnLyUnaXRhbGljR1EldHJ1ZUYnLyUsbWF0aHZhcmlhbnRHUSdpdGFsaWNGJy1JI21vR0YkNi1RIn5GJy9GM1Enbm9ybWFsRicvJSZmZW5jZUdRJmZhbHNlRicvJSpzZXBhcmF0b3JHRj0vJSlzdHJldGNoeUdGPS8lKnN5bW1ldHJpY0dGPS8lKGxhcmdlb3BHRj0vJS5tb3ZhYmxlbGltaXRzR0Y9LyUnYWNjZW50R0Y9LyUnbHNwYWNlR1EmMC4wZW1GJy8lJ3JzcGFjZUdGTEY5</Equation><Font encoding="UTF-8"> is monotonically increasing in \317\203, meaning that a higher value for volatility results in a higher theoretical value of the option. Conversely, by the inverse function theorem, we can assume that there is a function 
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where <Equation executable="false" style="2D Math" input-equation="" display="LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYkLUkjbWlHRiQ2JVEiQ0YnLyUnaXRhbGljR1EldHJ1ZUYnLyUsbWF0aHZhcmlhbnRHUSdpdGFsaWNGJy9GM1Enbm9ybWFsRic=">LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYkLUkjbWlHRiQ2JVEiQ0YnLyUnaXRhbGljR1EldHJ1ZUYnLyUsbWF0aHZhcmlhbnRHUSdpdGFsaWNGJy9GM1Enbm9ybWFsRic=</Equation> is the price of the option and <Equation executable="false" style="2D Math" input-equation="" display="LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYnLUkjbWlHRiQ2JVEnJiM5NjM7RicvJSdpdGFsaWNHUSZmYWxzZUYnLyUsbWF0aHZhcmlhbnRHUSdub3JtYWxGJy1JI21vR0YkNi1RIn5GJ0YyLyUmZmVuY2VHRjEvJSpzZXBhcmF0b3JHRjEvJSlzdHJldGNoeUdGMS8lKnN5bW1ldHJpY0dGMS8lKGxhcmdlb3BHRjEvJS5tb3ZhYmxlbGltaXRzR0YxLyUnYWNjZW50R0YxLyUnbHNwYWNlR1EmMC4wZW1GJy8lJ3JzcGFjZUdGSS1GLDYjUSFGJy8lMGZvbnRfc3R5bGVfbmFtZUdRKTJEfklucHV0RidGMg==">LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYnLUkjbWlHRiQ2JVEnJiM5NjM7RicvJSdpdGFsaWNHUSZmYWxzZUYnLyUsbWF0aHZhcmlhbnRHUSdub3JtYWxGJy1JI21vR0YkNi1RIn5GJ0YyLyUmZmVuY2VHRjEvJSpzZXBhcmF0b3JHRjEvJSlzdHJldGNoeUdGMS8lKnN5bW1ldHJpY0dGMS8lKGxhcmdlb3BHRjEvJS5tb3ZhYmxlbGltaXRzR0YxLyUnYWNjZW50R0YxLyUnbHNwYWNlR1EmMC4wZW1GJy8lJ3JzcGFjZUdGSS1GLDYjUSFGJy8lMGZvbnRfc3R5bGVfbmFtZUdRKTJEfklucHV0RidGMg==</Equation> the implied volatility</Text-field>
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In general, it is not possible to give a closed form formula for implied volatility in terms of call price. However, in some cases (large strike, low strike, short expiry, large expiry) it is possible to give an asymptotic expansion of implied volatility in terms of call price.<Equation executable="false" style="2D Math" input-equation="" display="LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYkLUkjbWlHRiQ2I1EhRicvJSxtYXRodmFyaWFudEdRJ25vcm1hbEYn">LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYjLUkjbWlHRiQ2I1EhRic=</Equation></Text-field>
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<Text-field style="Heading 1" layout="Heading 1">2. The Need for Numerical Calculations</Text-field></Title><Presentation-Block>
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<Text-field style="Text" layout="Normal">In general, a pricing model function, f, does not have a closed-form solution for its inverse, g. Instead, a root finding technique is used to solve the equation:</Text-field>
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While there are many techniques for finding roots, two of the most commonly used are Newton's method and Brent's method. Because options prices can move very quickly, it is often important to use the most efficient method when calculating implied volatilities.</Text-field>
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<Text-field style="Text" layout="Normal">Newton's method provides rapid convergence; however, it requires the first partial derivative of the option's theoretical value with respect to volatility; i.e., <Equation executable="false" style="Text" input-equation="" display="LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYmLUkmbWZyYWNHRiQ2KC1JI21vR0YkNi1RKyZQYXJ0aWFsRDtGJy8lLG1hdGh2YXJpYW50R1Enbm9ybWFsRicvJSZmZW5jZUdRJnVuc2V0RicvJSpzZXBhcmF0b3JHRjcvJSlzdHJldGNoeUdGNy8lKnN5bW1ldHJpY0dGNy8lKGxhcmdlb3BHRjcvJS5tb3ZhYmxlbGltaXRzR0Y3LyUnYWNjZW50R0Y3LyUnbHNwYWNlR1EmMC4wZW1GJy8lJ3JzcGFjZUdGRi1GIzYmLUYvNi1GMUYyL0Y2USZmYWxzZUYnL0Y5Rk4vRjtGTi9GPUZOL0Y/Rk4vRkFGTi9GQ0ZORkRGRy1GLzYtUSJ+RidGMkZNRk9GUEZRRlJGU0ZURkRGRy1JI21pR0YkNiVRJyYjOTYzO0YnLyUnaXRhbGljR0ZORjJGMi8lLmxpbmV0aGlja25lc3NHUSIxRicvJStkZW5vbWFsaWduR1EnY2VudGVyRicvJSludW1hbGlnbkdGXW8vJSliZXZlbGxlZEdGTi1GWTYlUSJmRicvRmduUSV0cnVlRicvRjNRJ2l0YWxpY0YnLUkobWZlbmNlZEdGJDYkLUYjNiRGWEYyRjJGMg==">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</Equation><Font encoding="UTF-8"> which is also known as vega (see The Greeks). If the pricing model function yields a closed-form solution for vega, which is the case for Black\342\200\223Scholes model, then Newton's method can be more efficient. However, for most practical pricing models, such as a binomial model, this is not the case and vega must be derived numerically. When forced to solve for vega numerically, one can use the Christopher and Salkin method or, for more accurate calculation of out-of-the-money implied volatilities, one can use the Corrado-Miller model</Font></Text-field>
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<Text-field style="Heading 1" layout="Heading 1">3. Intepretation and applications</Text-field></Title>
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<Text-field style="Heading 2" layout="Heading 2">3.1 Option trading conventions</Text-field></Title><Presentation-Block>
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<Text-field style="Text" layout="Normal">As stated by Brian Byrne, the implied volatility of an option is a more useful measure of the option's relative value than its price. The reason is that the price of an option depends most directly on the price of its underlying asset. If an option is held as part of a delta neutral portfolio (that is, a portfolio that is hedged against small moves in the underlying's price), then the next most important factor in determining the value of the option will be its implied volatility. Implied volatility is so important that options are often quoted in terms of volatility rather than price, particularly between professional traders.<Font italic="true">

<Font bold="true">An Example</Font></Font>
A call option is trading at $1.50 with the underlying trading at $42.05. The implied volatility of the option is determined to be 18.0%. A short time later, the option is trading at $2.10 with the underlying at $43.34, yielding an implied volatility of 17.2%. Even though the option's price is higher at the second measurement, it is still considered cheaper based on volatility. The reason is that the underlying needed to hedge the call option can be sold for a higher price.

Another way to look at implied volatility is to think of it as a price, not as a measure of future stock moves. In this view it simply is a more convenient way to communicate option prices than currency. Prices are different in nature from statistical quantities: one can estimate volatility of future underlying returns using any of a large number of estimation methods; however, the number one gets is not a price. A price requires two counterparties, a buyer and a seller. Prices are determined by supply and demand. Statistical estimates depend on the time-series and the mathematical structure of the model used. It is a mistake to confuse a price, which implies a transaction, with the result of a statistical estimation, which is merely what comes out of a calculation. Implied volatilities are prices: they have been derived from actual transactions. Seen in this light, it should not be surprising that implied volatilities might not conform to what a particular statistical model would predict.</Text-field>
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<Text-field style="Heading 2" layout="Heading 2">3.2 Skews, Smiles, Smirks and Volatility Surfaces</Text-field></Title>
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<Text-field style="Heading 3" layout="Heading 3">3.2.1  Volatility trading in practice</Text-field></Title><Presentation-Block>
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<Text-field style="Text" layout="Normal">Generically speaking, a smile is the derivative of an option with respect to the price of the underlying asset.</Text-field>
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<Text-field style="Text" layout="Normal">More specifically, we find the following definitions.</Text-field>
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<Text-field style="Text" layout="Normal"><Font encoding="UTF-8">In the Black\342\200\223Scholes model, the theoretical value of a vanilla option is a monotonic increasing function of the volatility of the underlying asset. This means it is usually possible to compute a unique implied volatility from a given market price for an option. This implied volatility is best regarded as a rescaling of option prices which makes comparisons between different strikes, expirations, and underlyings easier and more intuitive.</Font></Text-field>
<Text-field style="Text" layout="Normal">
<Font bold="true" italic="true">Smiles and Smirks</Font></Text-field>
<Text-field style="Text" layout="Normal">When implied volatility is plotted against strike price, the resulting graph is typically downward sloping for equity markets, or valley-shaped for currency markets. For markets where the graph is downward sloping, such as for equity options, the term &quot;volatility skew&quot; is often used. For other markets, such as FX options or equity index options, where the typical graph turns up at either end, the more familiar term &quot;volatility smile&quot; is used. For example, the implied volatility for upside (i.e. high strike) equity options is typically lower than for at-the-money equity options. However, the implied volatilities of options on foreign exchange contracts tend to rise in both the downside and upside directions. In equity markets, a small tilted smile is often observed near the money as a kink in the general downward sloping implicit volatility graph. Sometimes the term &quot;smirk&quot; is used to describe a skewed smile.</Text-field>
<Text-field style="Text" layout="Normal"></Text-field>
<Text-field style="Text" layout="Normal"><Font bold="true" italic="true">Quoting Volatility</Font>
Market practitioners use the term implied-volatility to indicate the volatility parameter for ATM (at-the-money) option. Adjustments to this value is undertaken by incorporating the values of Risk Reversal and Flys (Skews) to determine the actual volatility measure that may be used for options with a delta which is not 50.</Text-field>
<Text-field style="Text" layout="Normal"></Text-field>
<Text-field style="Text" layout="Normal">Callx = ATM + 0.5 RRx + Flyx</Text-field>
<Text-field style="Text" layout="Normal"></Text-field>
<Text-field style="Text" layout="Normal">Putx = ATM - 0.5 RRx + Flyx</Text-field>
<Text-field style="Text" layout="Normal"></Text-field>
<Text-field style="Text" layout="Normal">Risk reversals are generally quoted X% delta risk reversal and essentially is Long X% delta call, and short X% delta put.</Text-field>
<Text-field style="Text" layout="Normal"></Text-field>
<Text-field style="Text" layout="Normal">Butterfly, on the other hand, is Y% delta fly which mean Long Y% delta call, Long Y% delta put, short one ATM call and short one ATM put. (small hat shape)</Text-field>
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<Text-field style="Heading 3" layout="Heading 3">3.2.2 Implied Volatility Surfaces</Text-field></Title><Presentation-Block>
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<Text-field style="Text" layout="Normal"><Font bold="true" italic="true">Term Structure Volatility</Font></Text-field>
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<Text-field style="Text" layout="Normal"><Font encoding="UTF-8">It is helpful to note that implied volatility is related to historical volatility, but the two are distinct. Historical volatility is a direct measure of the movement of the underlying\342\200\231s price (realized volatility) over recent history (e.g. a trailing 21-day period). Implied volatility, in contrast, is determined by the market price of the derivative contract itself, and not the underlying. Therefore, different derivative contracts on the same underlying have different implied volatilities as a function of their own supply and demand dynamics. For instance, the IBM call option, strike at $100 and expiring in 6 months, may have an implied volatility of 18%, while the put option strike at $105 and expiring in 1 month may have an implied volatility of 21%. At the same time, the historical volatility for IBM for the previous 21 day period might be 17% (all volatilities are expressed in annualized percentage moves).
</Font></Text-field>
<Text-field style="Text" layout="Normal">For options of different maturities, we also see characteristic differences in implied volatility. However, in this case, the dominant effect is related to the market's implied impact of upcoming events. For instance, it is well-observed that realized volatility for stock prices rises significantly on the day that a company reports its earnings. Correspondingly, we see that implied volatility for options will rise during the period prior to the earnings announcement, and then fall again as soon as the stock price absorbs the new information. Options that mature earlier exhibit a larger swing in implied volatility (sometimes called &quot;vol of vol&quot;) than options with longer maturities.</Text-field>
<Text-field style="Text" layout="Normal"></Text-field>
<Text-field style="Text" layout="Normal">Other option markets show other behavior. For instance, options on commodity futures typically show increased implied volatility just prior to the announcement of harvest forecasts. Options on US Treasury Bill futures show increased implied volatility just prior to meetings of the Federal Reserve Board (when changes in short-term interest rates are announced).</Text-field>
<Text-field style="Text" layout="Normal"></Text-field>
<Text-field style="Text" layout="Normal">The market incorporates many other types of events into the term structure of volatility. For instance, the impact of upcoming results of a drug trial can cause implied volatility swings for pharmaceutical stocks. The anticipated resolution date of patent litigation can impact technology stocks, etc.</Text-field>
<Text-field style="Text" layout="Normal"></Text-field>
<Text-field style="Text" layout="Normal">Volatility term structures list the relationship between implied volatilities and time to expiration. The term structures provide another method for traders to gauge cheap or expensive options.
</Text-field>
<Text-field style="Text" layout="Normal">It is often useful to plot implied volatility as a function of both strike price and time to maturity. The result is a three-dimensional curved surface whereby:
</Text-field>
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<Text-field style="Text" layout="Normal" bullet="dot"><Font bold="true" italic="true">Absolute Implied Volatility Surface</Font>. The current market implied volatility (Z-axis) for all options on the underlying is plotted against strike price (Y-axis &quot;Delta&quot;) and time to maturity (X-axis &quot;DTM&quot;). 
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<Text-field style="Text" layout="Normal" bullet="dot"><Font bold="true" italic="true">Relative Implied Volatility Surface</Font>: changing coordinates so that the price is replaced by moneyness yields.  Moneyness is the relative position of the current price (or future price) of an underlying asset (e.g., a stock) with respect to the strike price of a derivative, most commonly a call option or a put option. Moneyness is firstly a three-fold classification: if the derivative would make money if it were to expire today, it is said to be in the money, while if it would not make money it is said to be out of the money, and if the current price and strike price are equal, it is said to be at the money. There are two slightly different definitions, according to whether one uses the current price (spot) or future price (forward), specified as &quot;at the money spot&quot; or &quot;at the money forward&quot;, etc.
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<Text-field style="Text" layout="Normal">The implied volatility surface <Font underline="true" italic="true">simultaneously shows both volatility smile and term structure of volatility</Font>. Option traders use an implied volatility plot to quickly determine the shape of the implied volatility surface, and to identify any areas where the slope of the plot (and therefore relative implied volatilities) seems out of line.</Text-field>
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<Text-field style="Heading 1" layout="Heading 1">4. From Option data to Volatility Surfaces with Maple</Text-field></Title><Presentation-Block>
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<Text-field style="Heading 2" layout="Heading 2">4.1 Motivation</Text-field></Title><Presentation-Block>
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<Text-field style="Text" layout="Normal">This is an empirical exercise. The data set has information on a number of options refered to the same underlying index. Such information resides in the library of Maple and it is also available in a Matrix format in the resources folder of this session.</Text-field>
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<Text-field style="Text" layout="Normal">The information consists of prices for these options, which in turn have different strike prices and exercise times.</Text-field>
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<Text-field style="Text" layout="Normal">The volatility curve shows the relationship between strike prices and implied volatility for a given tenure.</Text-field>
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<Text-field style="Text" layout="Normal">The data does not necessarily give us a smooth curve or surface. This is why we fit a curve using a non-linear fit algorithm provided by Maple.</Text-field>
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<Text-field style="Text" layout="Normal">In the next session we will take advantage of this curve for implementing different trading strategies.</Text-field>
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<Text-field style="Heading 2" layout="Heading 2">4.1 Extracting and plotting data.</Text-field></Title><Presentation-Block>
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<Text-field style="Text" italic="true" bold="true" layout="Normal"><Font bold="true" italic="true">Step 1. We import data from the Maple Library</Font></Text-field>
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<Text-field style="Text" layout="Normal">These are the prices of  S&amp;P 500 call options available on October 27, 2006.</Text-field>
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<Text-field style="Text" layout="Normal"><Font bold="true" italic="true">Step 2. Extract times and strikes for which data is available.</Font></Text-field>
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<Text-field style="Text" layout="Normal"><Font bold="true" italic="true">Step 3. Convert times andstrikes to the proper Maple objects</Font></Text-field>
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<Text-field prompt="&gt; " style="Maple Input" layout="Normal"><Equation executable="true" style="2D Input" input-equation="" display="LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYlLUkjbWlHRiQ2I1EhRicvJStleGVjdXRhYmxlR1EmZmFsc2VGJy8lLG1hdGh2YXJpYW50R1Enbm9ybWFsRic=">LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYjLUkjbWlHRiQ2I1EhRic=</Equation></Text-field>
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<Text-field style="Text" layout="Normal"><Font bold="true" italic="true">Step 4. We get the implied volatility of all options with maturity in December 2006.</Font></Text-field>
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<Text-field style="Text" layout="Normal"><Font bold="true" italic="true">Step 5. We plot the implied volatility curve against strike price.</Font></Text-field>
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<Text-field style="Text" layout="Normal"><Font bold="true" italic="true">Step 6. We do the same for calls expiring in October 2007</Font></Text-field>
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display="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">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</Input>
<Output>
<Text-field superscript="false" placeholder="false" executable="false" selection-placeholder="false" italic="false" size="12" bold="false" subscript="false" family="Times New Roman" opaque="false" underline="false" background="[255,255,255]" readonly="false" foreground="[0,0,0]" alignment="centred" firstindent="0" spacebelow="0" leftmargin="0" linespacing="0.0" initial="0" linebreak="space" rightmargin="0" bulletsuffix="" spaceabove="0" bullet="none" pagebreak-before="false"><Equation executable="false" style="2D Output" display="LUkjbWlHNiMvSSttb2R1bGVuYW1lRzYiSSxUeXBlc2V0dGluZ0dJKF9zeXNsaWJHRic2JVE1b3V0cHV0fnJlZGlyZWN0ZWQuLi5GJy8lJ2l0YWxpY0dRJXRydWVGJy8lLG1hdGh2YXJpYW50R1EnaXRhbGljRic=">LUkjbWlHNiMvSSttb2R1bGVuYW1lRzYiSSxUeXBlc2V0dGluZ0dJKF9zeXNsaWJHRic2JVE1b3V0cHV0fnJlZGlyZWN0ZWQuLi5GJy8lJ2l0YWxpY0dRJXRydWVGJy8lLG1hdGh2YXJpYW50R1EnaXRhbGljRic=</Equation></Text-field>
</Output>
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<Group view="presentation" hide-input="true" hide-output="false" inline-output="false" labelreference="L173" drawlabel="true" redirect-source="L163">
<Input>
<Text-field prompt="&gt; " style="Maple Input" layout="Normal">%;</Text-field>
</Input>
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<Text-field style="Heading 2" layout="Heading 2">4.2 Fitting a Volatility Surface</Text-field></Title><Presentation-Block>
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<Text-field style="Text" layout="Normal">Instead of plotting one by one these lines, we have to recognize that we will need to generalice the resutl by using some sort of interpolation.</Text-field>
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<Text-field style="Text" layout="Normal">To that end we fit a regression to the data.</Text-field>
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<Text-field style="Text" layout="Normal">The specification of the interpolation option will be revisited in the next section.</Text-field>
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<Text-field style="Text" layout="Normal"><Font bold="true" italic="true">Step 1. We propose a specification for the volatility surface</Font></Text-field>
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<Text-field style="Text" layout="Normal"><Font bold="true" italic="true">Step 2. We subsititute the result in the Black and Scholes equation</Font></Text-field>
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<Text-field prompt="&gt; " style="Maple Input" layout="Normal"><Equation executable="true" style="2D Input" input-equation="" display="LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYlLUkjbWlHRiQ2I1EhRicvJStleGVjdXRhYmxlR1EmZmFsc2VGJy8lLG1hdGh2YXJpYW50R1Enbm9ybWFsRic=">JSFH</Equation></Text-field>
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We can use non-linear fitting routines from the statistics data to find the values of <Equation executable="false" style="2D Math" input-equation="" display="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">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</Equation>that best fit our data. Construct a matrix of parameters and  a vector of the corresponding value of the objective function.<Equation executable="false" style="2D Math" input-equation="" display="LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYkLUkjbWlHRiQ2I1EhRicvJSxtYXRodmFyaWFudEdRJ25vcm1hbEYn">JSFH</Equation></Text-field>
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<Text-field style="Text" layout="Normal"><Equation executable="false" style="2D Math" input-equation="" display="LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYkLUkjbWlHRiQ2I1EhRicvJSxtYXRodmFyaWFudEdRJ25vcm1hbEYn">JSFH</Equation></Text-field>
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<Text-field style="Text" layout="Normal"><Font bold="true" italic="true">Step 3.  Prepare the data set.</Font></Text-field>
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<Text-field prompt="&gt; " style="Maple Input" layout="Normal"><Equation executable="true" style="2D Input" input-equation="" display="LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYlLUkjbWlHRiQ2I1EhRicvJStleGVjdXRhYmxlR1EmZmFsc2VGJy8lLG1hdGh2YXJpYW50R1Enbm9ybWFsRic=">JSFH</Equation></Text-field>
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<Text-field style="Text" layout="Normal"><Font bold="true" italic="true">Step 4. Compute the regression coefficients</Font></Text-field>
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<Text-field prompt="&gt; " style="Maple Input" layout="Normal">print(<Label label="L200" view="label" executable="true"></Label>); # input placeholder</Text-field>
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<Text-field prompt="&gt; " style="Maple Input" layout="Normal"><Equation executable="true" style="2D Input" input-equation="" display="LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYlLUkjbWlHRiQ2I1EhRicvJStleGVjdXRhYmxlR1EmZmFsc2VGJy8lLG1hdGh2YXJpYW50R1Enbm9ybWFsRic=">JSFH</Equation></Text-field>
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<Text-field style="Text" layout="Normal"><Font bold="true" italic="true">Step 5. Display the Implied Volatility Surface Function</Font><Equation executable="false" style="2D Math" input-equation="" display="LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYkLUkjbWlHRiQ2I1EhRicvJSxtYXRodmFyaWFudEdRJ25vcm1hbEYn">JSFH</Equation></Text-field>
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<Text-field prompt="&gt; " style="Maple Input" layout="Normal">print(<Label label="L202" view="label" executable="true"></Label>); # input placeholder</Text-field>
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<Input>
<Text-field prompt="&gt; " style="Maple Input" layout="Normal"><Equation executable="true" style="2D Input" input-equation="" display="LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYlLUkjbWlHRiQ2I1EhRicvJStleGVjdXRhYmxlR1EmZmFsc2VGJy8lLG1hdGh2YXJpYW50R1Enbm9ybWFsRic=">JSFH</Equation></Text-field>
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<Input>
<Text-field style="Text" layout="Normal"><Font bold="true" italic="true">Step 6. Plot the Implied Volatility Surface.</Font></Text-field>
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<Text-field style="Text" layout="Normal"></Text-field>
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<Input>
<Text-field style="Text" layout="Normal">Here we show the 3D surface.</Text-field>
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<Text-field prompt="&gt; " style="Maple Input" layout="Normal">%;</Text-field>
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<Input>
<Text-field prompt="&gt; " style="Maple Input" layout="Normal">%;</Text-field>
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<Text-field style="Heading 1" layout="Heading 1">5. Local Volatility</Text-field></Title><Presentation-Block>
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<Text-field style="Heading 2" layout="Heading 2">5.1 Motivation</Text-field></Title><Presentation-Block>
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<Text-field style="Text" layout="Normal">For example, we can assume that we have an estimation with certain valies for the parameters.</Text-field>
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<Text-field style="Text" layout="Normal">This is, we will start by assuming a model and use it to construct a virtual exercise where we would have an inteporlated volatility surface.</Text-field>
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<Text-field prompt="&gt; " style="Maple Input" layout="Normal">print(<Label label="L340" view="label" executable="true"></Label>); # input placeholder</Text-field>
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<Text-field style="Text" layout="Normal"><Equation executable="false" style="2D Math" input-equation="" display="LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYkLUkjbWlHRiQ2I1EhRicvJSxtYXRodmFyaWFudEdRJ25vcm1hbEYn">JSFH</Equation></Text-field>
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<Text-field style="Text" layout="Normal"><Font bold="true" italic="true">Step 2. Assign values to the parameters</Font></Text-field>
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<Text-field prompt="&gt; " style="Maple Input" layout="Normal"><Equation executable="true" style="2D Input" input-equation="" display="LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzZPLUkjbWlHRiQ2JVEoJmFscGhhO0YnLyUnaXRhbGljR1EmZmFsc2VGJy8lLG1hdGh2YXJpYW50R1Enbm9ybWFsRictSShtZmVuY2VkR0YkNiYtRiM2JC1JI21uR0YkNiRRIjFGJ0YyRjJGMi8lJW9wZW5HUSJbRicvJSZjbG9zZUdRIl1GJy1JI21vR0YkNi1RKiZjb2xvbmVxO0YnRjIvJSZmZW5jZUdGMS8lKnNlcGFyYXRvckdGMS8lKXN0cmV0Y2h5R0YxLyUqc3ltbWV0cmljR0YxLyUobGFyZ2VvcEdGMS8lLm1vdmFibGVsaW1pdHNHRjEvJSdhY2NlbnRHRjEvJSdsc3BhY2VHUSwwLjI3Nzc3NzhlbUYnLyUncnNwYWNlR0ZYLUY7NiRRJzAuMTU4MUYnRjItRkU2LVEiOkYnRjJGSEZKRkxGTkZQRlJGVEZWRlktSSdtc3BhY2VHRiQ2Ji8lJ2hlaWdodEdRJjAuMGV4RicvJSZ3aWR0aEdRJjAuMGVtRicvJSZkZXB0aEdGYG8vJSpsaW5lYnJlYWtHUShuZXdsaW5lRictRiw2JVEnJiM5NDU7RidGL0YyLUY2NiYtRiM2JC1GOzYkUSIyRidGMkYyRjJGPkZBRkQtRkU2LVEqJnVtaW51czA7RidGMkZIRkpGTEZORlBGUkZUL0ZXUSwwLjIyMjIyMjJlbUYnL0ZaRmdwLUY7NiRRJzAuMjc3N0YnRjJGaG5GW29GaW8tRjY2Ji1GIzYkLUY7NiRRIjNGJ0YyRjJGMkY+RkFGREZjcC1GOzYkUScwLjAwNTBGJ0YyRmhuRltvRmlvLUY2NiYtRiM2JC1GOzYkUSI0RidGMkYyRjJGPkZBRkRGY3AtRjs2JFEnMC41MDExRidGMkZobkZbb0Zpby1GNjYmLUYjNiQtRjs2JFEiNUYnRjJGMkYyRj5GQUZELUY7NiRRJzAuMTEwM0YnRjJGaG5GW29GaW8tRjY2Ji1GIzYkLUY7NiRRIjZGJ0YyRjJGMkY+RkFGRC1GOzYkUScwLjU5MDlGJ0YyRmhuRltvLUYsNiVRI1MwRicvRjBRJXRydWVGJy9GM1EnaXRhbGljRidGRC1GOzYkUSQxMDBGJ0YyRmhuLyUrZXhlY3V0YWJsZUdGMUYy">LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzZNLUkjbWlHRiQ2JVEoJmFscGhhO0YnLyUnaXRhbGljR1EmZmFsc2VGJy8lLG1hdGh2YXJpYW50R1Enbm9ybWFsRictSShtZmVuY2VkR0YkNiYtRiM2Iy1JI21uR0YkNiRRIjFGJ0YyRjIvJSVvcGVuR1EiW0YnLyUmY2xvc2VHUSJdRictSSNtb0dGJDYtUSomY29sb25lcTtGJ0YyLyUmZmVuY2VHRjEvJSpzZXBhcmF0b3JHRjEvJSlzdHJldGNoeUdGMS8lKnN5bW1ldHJpY0dGMS8lKGxhcmdlb3BHRjEvJS5tb3ZhYmxlbGltaXRzR0YxLyUnYWNjZW50R0YxLyUnbHNwYWNlR1EsMC4yNzc3Nzc4ZW1GJy8lJ3JzcGFjZUdGWC1GOzYkUScwLjE1ODFGJ0YyLUZFNi1RIjpGJ0YyRkhGSkZMRk5GUEZSRlRGVkZZLUknbXNwYWNlR0YkNiYvJSdoZWlnaHRHUSYwLjBleEYnLyUmd2lkdGhHUSYwLjBlbUYnLyUmZGVwdGhHRmBvLyUqbGluZWJyZWFrR1EobmV3bGluZUYnLUYsNiVRKCZhbHBoYTtGJ0YvRjItRjY2Ji1GIzYjLUY7NiRRIjJGJ0YyRjJGPkZBRkQtRkU2LVEqJnVtaW51czA7RidGMkZIRkpGTEZORlBGUkZUL0ZXUSwwLjIyMjIyMjJlbUYnL0ZaRmdwLUY7NiRRJzAuMjc3N0YnRjJGaG5GW29GaW8tRjY2Ji1GIzYjLUY7NiRRIjNGJ0YyRjJGPkZBRkRGY3AtRjs2JFEnMC4wMDUwRidGMkZobkZbb0Zpby1GNjYmLUYjNiMtRjs2JFEiNEYnRjJGMkY+RkFGREZjcC1GOzYkUScwLjUwMTFGJ0YyRmhuRltvRmlvLUY2NiYtRiM2Iy1GOzYkUSI1RidGMkYyRj5GQUZELUY7NiRRJzAuMTEwM0YnRjJGaG5GW29GaW8tRjY2Ji1GIzYjLUY7NiRRIjZGJ0YyRjJGPkZBRkQtRjs2JFEnMC41OTA5RidGMkZobkZbby1GLDYlUSNTMEYnL0YwUSV0cnVlRicvRjNRJ2l0YWxpY0YnRkQtRjs2JFEkMTAwRidGMkZobg==</Equation></Text-field>
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<Text-field style="Text" executable="true" layout="Normal"><Equation executable="true" style="2D Input" input-equation="" display="LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYlLUkjbWlHRiQ2I1EhRicvJStleGVjdXRhYmxlR1EmZmFsc2VGJy8lLG1hdGh2YXJpYW50R1Enbm9ybWFsRic=">LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYjLUkjbWlHRiQ2I1EhRic=</Equation></Text-field>
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<Text-field superscript="false" placeholder="false" executable="false" selection-placeholder="false" italic="false" size="12" bold="false" subscript="false" family="Times New Roman" opaque="false" underline="false" background="[255,255,255]" readonly="false" foreground="[0,0,0]" alignment="centred" firstindent="0" spacebelow="0" leftmargin="0" linespacing="0.0" initial="0" linebreak="space" rightmargin="0" bulletsuffix="" spaceabove="0" bullet="none" pagebreak-before="false"><Equation executable="false" style="2D Output" display="LUkjbWlHNiMvSSttb2R1bGVuYW1lRzYiSSxUeXBlc2V0dGluZ0dJKF9zeXNsaWJHRic2JVE1b3V0cHV0fnJlZGlyZWN0ZWQuLi5GJy8lJ2l0YWxpY0dRJXRydWVGJy8lLG1hdGh2YXJpYW50R1EnaXRhbGljRic=">LUkjbWlHNiMvSSttb2R1bGVuYW1lRzYiSSxUeXBlc2V0dGluZ0dJKF9zeXNsaWJHRic2JVE1b3V0cHV0fnJlZGlyZWN0ZWQuLi5GJy8lJ2l0YWxpY0dRJXRydWVGJy8lLG1hdGh2YXJpYW50R1EnaXRhbGljRic=</Equation></Text-field>
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<Text-field prompt="&gt; " style="Maple Input" layout="Normal">print(<Label label="L389" view="label" executable="true"></Label>); # input placeholder</Text-field>
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<Text-field style="Text" executable="true" layout="Normal"><Equation executable="true" style="2D Input" input-equation="" display="LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYlLUkjbWlHRiQ2I1EhRicvJStleGVjdXRhYmxlR1EmZmFsc2VGJy8lLG1hdGh2YXJpYW50R1Enbm9ybWFsRic=">LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYjLUkjbWlHRiQ2I1EhRic=</Equation></Text-field>
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<Output>
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<Text-field style="Text" executable="true" layout="Normal"><Equation executable="true" style="2D Input" input-equation="" display="LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYlLUkjbWlHRiQ2I1EhRicvJStleGVjdXRhYmxlR1EmZmFsc2VGJy8lLG1hdGh2YXJpYW50R1Enbm9ybWFsRic=">LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYjLUkjbWlHRiQ2I1EhRic=</Equation></Text-field>
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<Input>
<Text-field style="Text" layout="Normal"><Font bold="true" italic="true">Step 3. Plot the volatility surface</Font></Text-field>
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<Group view="presentation" hide-input="false" hide-output="true" inline-output="false" labelreference="L344" drawlabel="true" redirect-target="L415">
<Input>
<Text-field prompt="&gt; " style="Maple Input" layout="Normal"><Equation executable="true" style="2D Input" input-equation="" display="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">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</Equation></Text-field>
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<Output>
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<Text-field prompt="&gt; " style="Maple Input" layout="Normal">%;</Text-field>
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<Text-field style="Text" layout="Normal"><Font bold="true" italic="true">Step 4. Begin the reverse engineering exercise</Font><Equation executable="false" style="2D Math" input-equation="" display="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">LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYsLUkjbWlHRiQ2I1EhRictSSdtc3BhY2VHRiQ2Ji8lJ2hlaWdodEdRJjAuMGV4RicvJSZ3aWR0aEdRJjAuMGVtRicvJSZkZXB0aEdGNC8lKmxpbmVicmVha0dRKG5ld2xpbmVGJy1JI21vR0YkNjBRIn5GJy8lJWJvbGRHUSV0cnVlRicvJSdpdGFsaWNHRkMvJSxtYXRodmFyaWFudEdRLGJvbGQtaXRhbGljRicvJStmb250d2VpZ2h0R1ElYm9sZEYnLyUmZmVuY2VHUSZmYWxzZUYnLyUqc2VwYXJhdG9yR0ZOLyUpc3RyZXRjaHlHRk4vJSpzeW1tZXRyaWNHRk4vJShsYXJnZW9wR0ZOLyUubW92YWJsZWxpbWl0c0dGTi8lJ2FjY2VudEdGTi8lJ2xzcGFjZUdGNy8lJ3JzcGFjZUdGN0YvLUYwNiZGMkY1RjgvRjtRJWF1dG9GJ0YrRkFGREZGRkk=</Equation>Consider two functions. The first one returns the Black-Scholes price of a European call option for our model. The second one returns the Black-Scholes price of a European put option for our model. We will assume that these functions are given two us (e.g. obtained by interpolating the market data) and will try to determine the corresponding local volatility term structure.

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<Text-field prompt="&gt; " style="Maple Input" layout="Normal">%;</Text-field>
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<Text-field style="Text" layout="Normal">The LocalVolatility command generates, based on certain data of option prices and strikes a smooth  term structure.</Text-field>
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<Text-field style="Text" layout="Normal">This is represented by a data array in Maple.</Text-field>
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<Text-field style="Text" layout="Normal">To get a sense of how it looks like we will compare the actual volatility that we parametrized with the local volatility implied by the analyisis of our virtual market data.</Text-field>
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<Text-field style="Text" layout="Normal"><Font bold="true" italic="true">Step 5. Using the Local Volatility Surface to generate a Black and Scholes Process.</Font></Text-field>
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<Text-field style="Text" layout="Normal">The line of reasoning is as follows.</Text-field>
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<Text-field style="Text" layout="Normal">a. There is a random process of the underlying security.</Text-field>
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<Text-field style="Text" layout="Normal">b. From the term structure we get information about the way that volatility behaves trhough time</Text-field>
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<Text-field style="Text" layout="Normal">c. The Black and Scholes model assumes a diffusion process. We use the informatio of the Local Volatility surface to generate the random process of the Option.
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<Text-field style="Text" layout="Normal">Int the IVS the data provided is Strikes and Expiration Dates.</Text-field>
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<Text-field style="Text" layout="Normal">In the Local Volatility the data is the Expiration dates, Stock Prices and the computed local volatility.</Text-field>
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<Text-field style="Text" layout="Normal">Notiice that Maple requires a Local Volatility Surface.

The process that we will generate corresponds to the underlying security.</Text-field>
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<Text-field style="Text" layout="Normal">The SDE that we will have is:

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