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The Black-Scholes/Merton equation [video]

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Re: The Black-Scholes/Merton equation [video]

#31
post #23

How does this square with "past market returns are do not (entirely) determine future market returns"? Surely the same applies to the historical stddev?

Volatility is a bit more predictable than price. And there are more complex formulae that also model volatility rather than treat it as a constant.

If volatility is predictable, it would quickly be traded until it became unpredictable and unprofitable.

Re: The Black-Scholes/Merton equation [video]

#32

Earlier quoted context omitted.

Eh, put-call parity is the hedging argument [1]. Black-Scholes-(Merton) was a breakthrough because it lets one understand why the hedge works, and thereby hedge and price more precisely. [1] https://en.m.wikipedia.org/wiki/Put–call_parity

What I never fully understood is there’s a free parameter in the equation (Implied Volatility)- which has no solid definition besides “the number that makes the rest of the equation work”. At that point… how much value are you really getting from the rest of the equation?

The parameter (sigma) is the historical volatility (stdev of annualized returns). Implied volatility is what you get if you run the formula backwards and input the observed price to solve for volatility. In practice though many people use implied volatility as the input making the whole thing circular.

Re: The Black-Scholes/Merton equation [video]

#33
post #2

Black-scholes is a hedging argument, the eqn isn't the essence of it

Eh, put-call parity is the hedging argument [1]. Black-Scholes-(Merton) was a breakthrough because it lets one understand why the hedge works, and thereby hedge and price more precisely. [1] https://en.m.wikipedia.org/wiki/Put–call_parity

Id say the underlying hedging argument is continuous delta hedging.

Re: The Black-Scholes/Merton equation [video]

#34
post #24

Earlier quoted context omitted.

Eh, put-call parity is the hedging argument [1]. Black-Scholes-(Merton) was a breakthrough because it lets one understand why the hedge works, and thereby hedge and price more precisely. [1] https://en.m.wikipedia.org/wiki/Put–call_parity

Taleb and Derman have argued that put call parity implies BS but other disagree quite strongly.

Under reasonable assumptions, put call parity is true so it's not an important statement to say that it implies BS.

Re: The Black-Scholes/Merton equation [video]

#35
post #34
post #24

Earlier quoted context omitted.

Taleb and Derman have argued that put call parity implies BS but other disagree quite strongly.

Under reasonable assumptions, put call parity is true so it's not an important statement to say that it implies BS.

You still need additional assumptions about the delta hedged PnL, no?

Re: The Black-Scholes/Merton equation [video]

#36

How does this square with "past market returns are do not (entirely) determine future market returns"? Surely the same applies to the historical stddev?

Need to separate two different situations here:

1) where there are pretty complete markets for implied volatility, looking at the past matters less to little, because there is a market for the "future volatility" you can hedge and interact with

2) when there isn't a good volatility market and hedging future volatility exposure is difficult, looking towards the past for some guidance increases in importance

Both things can get complicated at times and in both cases it isn't strictly speaking the stddev you care about, but the quadratic variation (which can be the same under some assumptions).

Re: The Black-Scholes/Merton equation [video]

#37

Earlier quoted context omitted.

What I never fully understood is there’s a free parameter in the equation (Implied Volatility)- which has no solid definition besides “the number that makes the rest of the equation work”. At that point… how much value are you really getting from the rest of the equation?

The parameter (sigma) is the historical volatility (stdev of annualized returns). Implied volatility is what you get if you run the formula backwards and input the observed price to solve for volatility. In practice though many people use implied volatility as the input making the whole thing circular.

It's no really circular, just think of IV as the price/what is traded.

Re: The Black-Scholes/Merton equation [video]

#38

How does this square with "past market returns are do not (entirely) determine future market returns"? Surely the same applies to the historical stddev?

Yep. You can make money off of using options as a way of betting on what the volatility measure itself will be. If you think the historical standard deviation is lower than what it will be because of some new change to the company or the world environment, and your view is different from the market's view. It's why sometimes very out of the money call options will paradoxically go up in price after really bad news - you're so far away from the price of the share that the increase in volatility from the price drop increases the option's value even though it's moved even more out of the money

Re: The Black-Scholes/Merton equation [video]

#40
post #31
post #23

Earlier quoted context omitted.

Volatility is a bit more predictable than price. And there are more complex formulae that also model volatility rather than treat it as a constant.

If volatility is predictable, it would quickly be traded until it became unpredictable and unprofitable.

dr1ver is correct here and you are not.

Actual volatility (not implied!) is much easier to predict than price.

It’s also much more difficult to trade than price changes. So your intuition about this is correct though.

It is not super difficult to predict tomorrows volatility sign (up/down compared to today) with +60% success. Even textbook GARCH models do well here.

If you could do that with the price, you’d quickly become filthy rich.

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