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Richard's answer is the correct answer to a slightly different question. However, I think what you’re asking for is the weighted average option implied volatility for a stock. This

The implied volatility of a stock is most commonly referredanalogous to as the CBOE’s VIX Index for the S&P 500 Index (other securities have IV indices as well). The VIX uses a known methodology for imputing the implied volatility of a weighted strip of options in order to interpolate the one-month implied volatility of the index. A detailed description of the VIX' calculation is available on the CBOE website. Also, see the previous post for a detailed explanation on the evolution of the VIX.

I assume that brokers and data-providers use similar methods and heuristics to come up with something analogous to the VIX.

One you have those implied volatilities, you can then construct an implied volatility indexThe next task is to aggregate the individual option contracts in a meaningful way. There are likely significant differences in how the “sausage is made” amongst various brokers and data-providers.

I assume that most use methods and heuristics to come up with something analogous to the VIX. On the simplest level, thisthe implied volatility index for any given stock is an open-interest-weighted and maturity-weighted weighted average of the individual options’ implied volatilities.

Richard's answer is the correct answer to a slightly different question. However, I think what you’re asking for is the weighted average option implied volatility for a stock. This is most commonly referred to as the VIX for the S&P 500 Index (other securities have IV indices as well). The VIX uses a known methodology for imputing the implied volatility of a weighted strip of options in order to interpolate the one-month implied volatility of the index. A detailed description of the VIX' calculation is available on the CBOE website. Also, see the previous post for a detailed explanation on the evolution of the VIX.

I assume that brokers and data-providers use similar methods and heuristics to come up with something analogous to the VIX.

One you have those implied volatilities, you can then construct an implied volatility index. On the simplest level, this an open-interest-weighted and maturity-weighted weighted average of the individual options’ implied volatilities.

Richard's answer is the correct answer to a slightly different question. I think what you’re asking for is the weighted average option implied volatility for a stock.

The implied volatility of a stock is analogous to the CBOE’s VIX Index for the S&P 500 Index (other securities have IV indices as well). The VIX uses a known methodology for imputing the implied volatility of a weighted strip of options in order to interpolate the one-month implied volatility of the index. A detailed description of the VIX' calculation is available on the CBOE website. Also, see the previous post for a detailed explanation on the evolution of the VIX.

The next task is to aggregate the individual option contracts in a meaningful way. There are likely significant differences in how the “sausage is made” amongst various brokers and data-providers.

I assume that most use methods and heuristics to come up with something analogous to the VIX. On the simplest level, the implied volatility index for any given stock is an open-interest-weighted and maturity-weighted weighted average of the individual options’ implied volatilities.

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Richard's answer is the correct answer to a slightly different question. However, I think what you’re asking for is the weighted average option implied volatility for a stock. This is most commonly referred to as the VIX for the S&P 500 Index (other securities have IV indices as well). The VIX uses a known methodology for imputing the implied volatility of a weighted strip of options in order to interpolate the one-month implied volatility of the index. A detailed description of the VIX' calculation is available on the CBOE website. Also, see the previous post for a detailed explanation on the evolution of the VIX.

I assume that brokers and data-providers use similar methods and heuristics to come up with something analogous to the VIX.

The first step is always to determine the implied volatilities a cross-section of option contracts. Richard provides one such method. I do not want to detract from it. But I also see now that

One you are looking for thehave those implied value of stockvolatilities, not just ofyou can then construct an optionimplied volatility index. WhileOn the simplest level, this an open-interest-weighted and maturity-weighted weighted average of the individual options’ implied volatilities.

I cannot speak to TOS' method specificallyThinkOrSwim’s exact approach, but I can tell you thatwould be willing to bet it mirrors CBOE’s pre-2014 approach. Also, I do recall that TradeSation’s stock implied volatility algorithm is standard convention to display theavailable in its native programming language—EasyLanguage. From what I recall, TradeStation calculates a stock’s implied volatility as a weighted average of out of the money puts and calls going forward on both the first and second expiration months.

For example, the CBOE calculates the VIX asOn a weighted strip of options on the S&P500 Index. I.e.side note, just like you can't actually trade an index, you cannot trade IV directly, but rather have to take a position in a tracking instrument.

A detailed description of the VIX' calculation is available on the CBOE website.

Also, see the previous post for or create a detailed explanation on the evolution of the VIX... I would be willing to bet that TOS mimics simpler legacy methodssynthetic position.

It used to be that before 2014, the VIX was calculated as follows:

Richard's answer is correct, and I do not want to detract from it. But I also see now that you are looking for the implied value of stock, not just of an option. While I cannot speak to TOS' method specifically, I can tell you that it is standard convention to display the implied volatility as a weighted average of out of the money puts and calls going forward on both the first and second expiration months.

For example, the CBOE calculates the VIX as a weighted strip of options on the S&P500 Index. I.e., just like you can't actually trade an index, you cannot trade IV directly, but rather have to take a position in a tracking instrument.

A detailed description of the VIX' calculation is available on the CBOE website.

Also, see the previous post for a detailed explanation on the evolution of the VIX... I would be willing to bet that TOS mimics simpler legacy methods.

It used to be that before 2014, the VIX was calculated as follows:

Richard's answer is the correct answer to a slightly different question. However, I think what you’re asking for is the weighted average option implied volatility for a stock. This is most commonly referred to as the VIX for the S&P 500 Index (other securities have IV indices as well). The VIX uses a known methodology for imputing the implied volatility of a weighted strip of options in order to interpolate the one-month implied volatility of the index. A detailed description of the VIX' calculation is available on the CBOE website. Also, see the previous post for a detailed explanation on the evolution of the VIX.

I assume that brokers and data-providers use similar methods and heuristics to come up with something analogous to the VIX.

The first step is always to determine the implied volatilities a cross-section of option contracts. Richard provides one such method. I do not want to detract from it.

One you have those implied volatilities, you can then construct an implied volatility index. On the simplest level, this an open-interest-weighted and maturity-weighted weighted average of the individual options’ implied volatilities.

I cannot speak to ThinkOrSwim’s exact approach, but I would be willing to bet it mirrors CBOE’s pre-2014 approach. Also, I do recall that TradeSation’s stock implied volatility algorithm is available in its native programming language—EasyLanguage. From what I recall, TradeStation calculates a stock’s implied volatility as a weighted average of out of the money puts and calls going forward on both the first and second expiration months.

On a side note, just you can't actually trade an index, you cannot trade IV directly, but rather have to take a position in a tracking instrument or create a synthetic position.

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Richard's answer is correct, and I do not want to detract from it. But I also see now that you are perhaps needinglooking for the implied value of stock, not just of an option. While I cannot speak to TOS' method specifically, I can tell you that it is standard convention to display the implied volatility as a little more than pseudocodeweighted average of out of the money puts and calls going forward on both the first and second expiration months.

For example, the CBOE calculates the VIX as a weighted strip of options on the S&P500 Index. I.e., just like you can't actually trade an index, you cannot trade IV directly, but rather have to take a position in a tracking instrument.

A detailed description of the VIX' calculation is available on the CBOE website.

Also, see the previous post for a detailed explanation on the evolution of the VIX... I would be willing to bet that TOS mimics simpler legacy methods.

It used to be that before 2014, the VIX was calculated as follows:


Also, I am copying some code from VBA which uses the Newton's algorithm to find the implied volatility of a call option given the underlying price, exercise price, time, interest, target (usually market) price of a call, and dividend yield.

  1. $d_1$
Function dOne(UnderlyingPrice, ExercisePrice, Time, Interest, Volatility, Dividend)
dOne = (Log(UnderlyingPrice / ExercisePrice) + (Interest - Dividend + 0.5 * Volatility ^ 2) * Time) / (Volatility * (Sqr(Time)))
End Function
  1. Value of call options
Function CallOption(UnderlyingPrice, ExercisePrice, Time, Interest, Volatility, Dividend)
CallOption = Exp(-Dividend * Time) * UnderlyingPrice * Application.NormSDist(dOne(UnderlyingPrice, ExercisePrice, Time, Interest, Volatility, Dividend)) - ExercisePrice * Exp(-Interest * Time) * Application.NormSDist(dOne(UnderlyingPrice, ExercisePrice, Time, Interest, Volatility, Dividend) - Volatility * Sqr(Time))
End Function 
  1. Implied call volatility
Function ImpliedCallVolatility(UnderlyingPrice, ExercisePrice, Time, Interest, Target, Dividend)
High = 5
Low = 0
Do While (High - Low) > 0.0001
If CallOption(UnderlyingPrice, ExercisePrice, Time, Interest, (High + Low) / 2, Dividend) > Target Then
High = (High + Low) / 2
Else: Low = (High + Low) / 2
End If
Loop
ImpliedCallVolatility = (High + Low) / 2
End Function

Richard's answer is correct, and I do not want to detract from it. But I also see that you are perhaps needing a little more than pseudocode. I am copying some code from VBA which uses the Newton's algorithm to find the implied volatility of a call option given the underlying price, exercise price, time, interest, target (usually market) price of a call, and dividend yield.

  1. $d_1$
Function dOne(UnderlyingPrice, ExercisePrice, Time, Interest, Volatility, Dividend)
dOne = (Log(UnderlyingPrice / ExercisePrice) + (Interest - Dividend + 0.5 * Volatility ^ 2) * Time) / (Volatility * (Sqr(Time)))
End Function
  1. Value of call options
Function CallOption(UnderlyingPrice, ExercisePrice, Time, Interest, Volatility, Dividend)
CallOption = Exp(-Dividend * Time) * UnderlyingPrice * Application.NormSDist(dOne(UnderlyingPrice, ExercisePrice, Time, Interest, Volatility, Dividend)) - ExercisePrice * Exp(-Interest * Time) * Application.NormSDist(dOne(UnderlyingPrice, ExercisePrice, Time, Interest, Volatility, Dividend) - Volatility * Sqr(Time))
End Function 
  1. Implied call volatility
Function ImpliedCallVolatility(UnderlyingPrice, ExercisePrice, Time, Interest, Target, Dividend)
High = 5
Low = 0
Do While (High - Low) > 0.0001
If CallOption(UnderlyingPrice, ExercisePrice, Time, Interest, (High + Low) / 2, Dividend) > Target Then
High = (High + Low) / 2
Else: Low = (High + Low) / 2
End If
Loop
ImpliedCallVolatility = (High + Low) / 2
End Function

Richard's answer is correct, and I do not want to detract from it. But I also see now that you are looking for the implied value of stock, not just of an option. While I cannot speak to TOS' method specifically, I can tell you that it is standard convention to display the implied volatility as a weighted average of out of the money puts and calls going forward on both the first and second expiration months.

For example, the CBOE calculates the VIX as a weighted strip of options on the S&P500 Index. I.e., just like you can't actually trade an index, you cannot trade IV directly, but rather have to take a position in a tracking instrument.

A detailed description of the VIX' calculation is available on the CBOE website.

Also, see the previous post for a detailed explanation on the evolution of the VIX... I would be willing to bet that TOS mimics simpler legacy methods.

It used to be that before 2014, the VIX was calculated as follows:


Also, I am copying code from VBA which uses the Newton's algorithm to find the implied volatility of a call option given the underlying price, exercise price, time, interest, target (usually market) price of a call, and dividend yield.

  1. $d_1$
Function dOne(UnderlyingPrice, ExercisePrice, Time, Interest, Volatility, Dividend)
dOne = (Log(UnderlyingPrice / ExercisePrice) + (Interest - Dividend + 0.5 * Volatility ^ 2) * Time) / (Volatility * (Sqr(Time)))
End Function
  1. Value of call options
Function CallOption(UnderlyingPrice, ExercisePrice, Time, Interest, Volatility, Dividend)
CallOption = Exp(-Dividend * Time) * UnderlyingPrice * Application.NormSDist(dOne(UnderlyingPrice, ExercisePrice, Time, Interest, Volatility, Dividend)) - ExercisePrice * Exp(-Interest * Time) * Application.NormSDist(dOne(UnderlyingPrice, ExercisePrice, Time, Interest, Volatility, Dividend) - Volatility * Sqr(Time))
End Function 
  1. Implied call volatility
Function ImpliedCallVolatility(UnderlyingPrice, ExercisePrice, Time, Interest, Target, Dividend)
High = 5
Low = 0
Do While (High - Low) > 0.0001
If CallOption(UnderlyingPrice, ExercisePrice, Time, Interest, (High + Low) / 2, Dividend) > Target Then
High = (High + Low) / 2
Else: Low = (High + Low) / 2
End If
Loop
ImpliedCallVolatility = (High + Low) / 2
End Function
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