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Options discussion from General thread, featuring pete vs. grim violence Options discussion from General thread, featuring pete vs. grim violence

07-24-2017 , 12:36 AM
I look at put options for SPY. I see some options with high implied volatility and some with much lower implied volatility.

Intuitively, options with higher implied volatility should be priced higher (relative to their strike price) than those with lower implied volatility.

I feel that implied volatility is a property of the stock and shouldn't be dependent of the strike price. Is the Black-Scholes model inadequate? Is there an easy arbitrage opportunity (short high implied volatility, buy low implied volatility)? Am I missing something fundamental?
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07-24-2017 , 01:31 AM
Quote:
Originally Posted by Keloika
I look at put options for SPY. I see some options with high implied volatility and some with much lower implied volatility.
Yes. As you get further OTM, you will see higher implied volatility.

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Intuitively, options with higher implied volatility should be priced higher (relative to their strike price) than those with lower implied volatility.
Higher implied volatility means that they are priced relatively higher in respect to their distance from the strike. It is just math.

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I feel that implied volatility is a property of the stock and shouldn't be dependent of the strike price.
That would be great! Then we could all get rich!!!

The "volatility smile" (worth googling) and "volatility smirk" (also worth googling) exist because there isn't payout symmetry.

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Is the Black-Scholes model inadequate?
Yes, but the "moneyness of options" (worth googling) is included in it. Further from strike price means higher implied volatility is correct according to the model.

Volatility smirk isn't included in it, which is a weakness of the model. It also assumes a lognormal distribution, which is a further weakness (tails are thicker than a lognormal distribution).

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Is there an easy arbitrage opportunity (short high implied volatility, buy low implied volatility)?
Nope.

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Am I missing something fundamental?
Probably just the volatility smile and volatility smirk thingamajigs.
Options discussion from General thread, featuring pete vs. grim violence Quote
07-24-2017 , 01:46 AM
Thanks, will look into those. Is there some objective measure of expected profit/loss for options (assuming they're priced correctly)?

I'm wondering about the potential of buying put options for hedging a portfolio, but I don't really know how much it would cost (beyond fees).
Options discussion from General thread, featuring pete vs. grim violence Quote
07-24-2017 , 02:11 AM
Quote:
Originally Posted by Keloika
Thanks, will look into those. Is there some objective measure of expected profit/loss for options (assuming they're priced correctly)?
They are generally priced at a bid/ask spread that makes them unprofitable.

You can easily calculate the payouts given a price of the underlying at expiration, but no one I know has access to the price of the price at expiration ahead of time.

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I'm wondering about the potential of buying put options for hedging a portfolio, but I don't really know how much it would cost (beyond fees).
Hedging costs money on average. The price of buying put options is precisely the price of the ask of the put (plus fees, minus the possibility that you will be filled between the bid and ask) - that is something you can easily calculate.
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07-24-2017 , 02:34 AM
I mean, if the stock/market drops significantly, the put option could be considered to have cost a negative amount of money (i.e. turn a profit).
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07-24-2017 , 02:42 AM
Quote:
Originally Posted by Keloika
I mean, if the stock/market drops significantly, the put option could be considered to have cost a negative amount of money (i.e. turn a profit).
Yes, of course. That is easily calculable.
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07-24-2017 , 03:45 AM
I get that it is easily calculated after the fact (in hindsight), but is there any reasonable measure of expected cost for a put option?
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07-24-2017 , 07:42 AM
You can use half of the distance between the bid and ask
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07-24-2017 , 08:04 AM
Quote:
Originally Posted by BrianTheMick2
(tails are thicker than a lognormal distribution)
This is called kurtosis.
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07-24-2017 , 10:21 AM
Quote:
Originally Posted by Keloika
I get that it is easily calculated after the fact (in hindsight), but is there any reasonable measure of expected cost for a put option?
The cost of buying a put is known. The future price of a put is unknown.

Quote:
Originally Posted by Mihkel05
This is called kurtosis.
Yes.
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07-24-2017 , 12:25 PM
If you assume the perfect correctness of the Black Scholes model and the Efficient Market Hypothesis, should the EV of a put option be 0?
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07-24-2017 , 12:50 PM
Financial markets are not 100% completely efficient. The theory is important academically and some markets are more efficient than others but nevertheless the efficient market theory is not 100% reality.
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07-24-2017 , 01:03 PM
Hence the "If you assume" part.
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07-24-2017 , 02:01 PM
Yes in that case the ev is zero. You are also assuming zero transaction costs fwiw
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07-24-2017 , 08:59 PM
Quote:
Originally Posted by Keloika
If you assume the perfect correctness of the Black Scholes model and the Efficient Market Hypothesis, should the EV of a put option be 0?
More generally, you just need to assume EMH (which also implies no arbitrage). BS is just a popular option model.
Options discussion from General thread, featuring pete vs. grim violence Quote
07-26-2017 , 12:47 AM
Quote:
Originally Posted by Keloika
If you assume the perfect correctness of the Black Scholes model and the Efficient Market Hypothesis, should the EV of a put option be 0?
No. According to EMH, taking on risk is supposed to be +ev and selling a put is offloading risk onto another agent, so it should be -ev.
Options discussion from General thread, featuring pete vs. grim violence Quote
07-26-2017 , 01:26 AM
Quote:
Originally Posted by BrianTheMick2
No. According to EMH, taking on risk is supposed to be +ev and buying a put is offloading risk onto another agent, so it should be -ev.
FYP. More blatantly wrong information from BtM, shocking. See tables I and II in http://www.people.hbs.edu/jcoval/pap...ionreturns.pdf

Last edited by n00b590; 07-26-2017 at 01:32 AM.
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07-26-2017 , 02:24 AM
Quote:
Originally Posted by n00b590
FYP. More blatantly wrong information from BtM, shocking. See tables I and II in http://www.people.hbs.edu/jcoval/pap...ionreturns.pdf
You didn't actually read the paper, right? You do know that the "-" in front of the returns in Table II isn't a dash, but is actually a minus sign, right?!?

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Originally Posted by From The Paper You Decided Was Worth Posting As Proof That Purchasing Put Options Generates Positive Returns
Turning to put option returns in Table II, we see results that are consistent with Proposition 2.
Put options have returns that are both economically and statistically negative. At-the-money put options lose between 9.5 percent and 7.7 percent per week. As claimed by Proposition 2, puts have expected returns that are increasing in their strike price. The mean returns increase monotonically in the strike price, ranging from -14.56 percent for the most out-of-the-money options to -6.16 percent for those deeply in-the-money. Again, as expected, the median, minimum, and maximum statistics indicate that put returns exhibit substantial positive skewness. Daily OEX put returns are also consistent with Proposition 2. Put options lose between 1.22 percent and 2.30 percent per day, and higher strike prices exhibit uniformly smaller average losses.
I was going to put the relevant parts of the quote in bold for clarity, but that would require that I just bold the entire thing.

You can also look up the PUT (Put Write Index), which shows positive returns from selling puts. Interestingly, selling (aka writing) puts is the opposite of buying puts. This link shows a very pretty graph of the opposite of buying SPX puts: https://www.cboe.com/micro/put/putwrite.pdf

Edit: I am somewhat surprised that this isn't all common knowledge.

Edit 2: You are just ****ing with me, right? Like, "let's see if I can make the monkey actually type out the alphabet and seek out supporting documentation when he claims 'the alphabet starts with abc'."

Last edited by BrianTheMick2; 07-26-2017 at 02:43 AM.
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07-26-2017 , 02:47 AM
Quote:
Originally Posted by BrianTheMick2
No. According to EMH, taking on risk is supposed to be +ev and selling a put is offloading risk onto another agent, so it should be -ev.
EMH is not the same as efficient frontier. Even in the context of the efficient frontier, ev is the not the same as the mean-variance tradeoff. EV is a "trading" term, mean-variance is a investment term. Buying/selling an option at its true "intrinsic value" (mid price?), in theory has 0 ev, regardless what effect it may have on an overall portfolio.

Quote:
Originally Posted by n00b590
FYP. More blatantly wrong information from BtM, shocking. See tables I and II in http://www.people.hbs.edu/jcoval/pap...ionreturns.pdf
What do you want us to see?
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07-26-2017 , 05:40 AM
Quote:
Originally Posted by BrianTheMick2
and selling a put is offloading risk onto another agent
You're defending this?
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07-26-2017 , 10:45 AM
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Originally Posted by jeccross
You're defending this?
lol. I typed "selling"?!?

Didn't realize that the other dude did a fyp where he fixed it to "buying". Yes, buying a put is offloading risk. Selling a put is taking on risk. Durr.
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07-26-2017 , 11:00 AM
Quote:
Originally Posted by :::grimReaper:::
EMH is not the same as efficient frontier. Even in the context of the efficient frontier, ev is the not the same as the mean-variance tradeoff. EV is a "trading" term, mean-variance is a investment term. Buying/selling an option at its true "intrinsic value" (mid price?), in theory has 0 ev, regardless what effect it may have on an overall portfolio.
EMH doesn't disallow profit, which is what I think he was trying to ask. You won't find that you can purchase options for their intrinsic value in real life. In options the intrinsic value is the amount the option is in the money.

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What do you want us to see?
That I'm a bonehead and typed selling instead of buying.
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07-26-2017 , 11:45 AM
Quote:
Originally Posted by BrianTheMick2
EMH doesn't disallow profit, which is what I think he was trying to ask.
Doesn't it? I'd think it does when it comes to options - as it's a zero sum game.
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07-26-2017 , 11:46 AM
Quote:
Originally Posted by BrianTheMick2
In options the intrinsic value is the amount the option is in the money.
Also I don't think this is what was meant by intrinsic value.
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07-26-2017 , 12:11 PM
Quote:
Originally Posted by jeccross
Doesn't it? I'd think it does when it comes to options - as it's a zero sum game.
Zero sum doesn't mean that the components are all zero expected profit.

For instance, you can do a synthetic long by buying at-the-money calls and selling an equal number of at-the-money puts. That theoretically has exactly the same profit profile as a long position, which is positive.

Quote:
Originally Posted by jeccross
Also I don't think this is what was meant by intrinsic value.
Not entirely sure what he specifically meant, but options have intrinsic and extrinsic value.
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