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Local vs Stochastic vs Implied Volatilities 

quantpie
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Derives and explains the connection and links between the three important concepts of volatilities (local, stochastic, and implied volatilities)-i.e., local volatility vs stochastic volatility, and local volatility vs Black Scholes’ implied volatility. Contents by timeline:
01:29- Explain relationship between local and stochastic vol using Gyongy’s lemma
08:30 - Explain relationship between local and Black Scholes’ implied vol
17:58 - Relationship between local and Black Scholes’ time-dependent implied vol
21:43 - Explain visually the relationship between local and implied volatilities
26:39 - Show that Implied vol is time-average of spatial-average of local vol
28:26 - sub-topic, Show dollar delta and dollar gamma satisfy Black Scholes PDE
32:15 - Summarise the relationship between the the stochastic, local, and implied volatilities
In terms of literature, this video covers the topics discussed in the last section of Chapter 1 (Local Variance as a Conditional Expectation of Instantaneous Variance), and the first part of Chapter 3 (Getting Implied Volatilities from Local Volatilities) of Jim Gatheral’s The Volatility Surface, A Practitioner’s Guide; though our spin, that’s the approach that we take and the details we include, is markedly different.

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26 ноя 2019

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Комментарии : 31   
@69erthx1138
@69erthx1138 3 года назад
You're ability in "market speak" combined with your mathematical insight is uncanny.
@quantpie
@quantpie 3 года назад
thank you for the kind words! many thanks!
@JaGWiREE
@JaGWiREE 4 года назад
Man, I feel like we have really come a long way since 7-8 months ago. Bravo as always quantpie :-).
@quantpie
@quantpie 4 года назад
Thanks Brian! Indeed it has been a journey, made even more enjoyable by your continued support! PS: You can see we are building up nicely to the Variance Gamma!
@mbandekar
@mbandekar 4 года назад
Amazing and very clear explanation
@franckherve981
@franckherve981 4 года назад
One of the best and more detailed explanations....congratulations guys..you're the best. ...keep going
@quantpie
@quantpie 4 года назад
Thanks @Herve Franck for the kind words! as always!
@MsBowner
@MsBowner 4 года назад
Best quant ever !
@quantpie
@quantpie 4 года назад
thank you!!
@srijandatta1991
@srijandatta1991 3 года назад
This is priceless..
@quantpie
@quantpie 3 года назад
thank you!!
@vincenzoe.corallo4448
@vincenzoe.corallo4448 4 месяца назад
extraordinary. Have seen the previous video on (several ways) to derive Dupire PDE, excellent as well. Haven't completed this one, hope some comments on pricing behaviour for path dependent exotics (hopefully as a function of time to maturity?) Thank you so much
@xiaoyuchen3112
@xiaoyuchen3112 2 года назад
Hello, for the third part, the subtitle in the intro is Relationship between local and Black Scholes’ time-dependent implied vol. I believe it should be Relationship between constant bs implied vol and Black Scholes’ time-dependent implied vol? thanks!
@johnvanprague9540
@johnvanprague9540 3 года назад
Hello, your content is so excellent: could you please do a session on the SABR model? It is so difficult to find accessible and readable content on SABR online...
@quantpie
@quantpie 3 года назад
Yes this is on the list, and high on the priority list. We were planning to do it a year ago, but being a specialised (i.e., small!) channel, google/yt feedback sends us astray, but we do get there eventually!
@paulbrown5839
@paulbrown5839 3 года назад
Please do SABR!
@charleszhang7090
@charleszhang7090 3 года назад
Hi, Can you explain why at 31:00, if V Tilda satisfy Black PDE, then V Tilda's derivative satisfy this PDE too?
@quantpie
@quantpie 3 года назад
Ah it is easy! if you take derivative of the whole PDE wrt a variable, and then interchange the derivatives, then we get the same PDE for the derivative of price.
@tommike2548
@tommike2548 3 года назад
Hi, on the proof of the dollar gamma being a martingale - I believe it is only valid if the underlying stock follows the Black Scholes dynamics. In your proof, you use that the dollar gamma function V(t,x) obeys the black scholes PDE with constant vol Sigma, which is correct, but then if you define a process Z_t = V(t, S_t ) where S_t is a process that has not the same vol Sigma that is in the PDR - then there is no guarantee the drift of Z_t will be 0.0. On the contrary, if S_t follows a BS process with the vol SIgma then yes the drift of Z_t will be 0.0. I believe here we are talking about a process S_t with a local volatility and therefore V(t,S_t) is not necessarily a martingale
@tianrongwang5061
@tianrongwang5061 2 года назад
May I ask why CKT and CBS are different? In 11:15 they are actually the same right? But when constructing the portfolio you assume they are different?
@quantpie
@quantpie 2 года назад
Thanks @Tianrong Wang! We set their values equal to each other so that they reproduce the same price, their underlying processes are different. Hope this helps!
@Komma2025
@Komma2025 3 года назад
Excellent! Can you do Local Stochastic Volatility?
@quantpie
@quantpie 3 года назад
many thanks!! Sure!
@xiaoyuchen3112
@xiaoyuchen3112 2 года назад
What's the point of constructing a portfolio with longing a market price call and shorting a bs call?
@ControlTheGuh
@ControlTheGuh 3 года назад
This is great, could you put in graphics in between the transformation
@quantpie
@quantpie 3 года назад
Hello and many thanks for the comment! Soz don’t fully follow, could you provide a bit more detail please?
@ControlTheGuh
@ControlTheGuh 3 года назад
@@quantpie something to visualize it, how the derivatives isolate certain points in the Volatility structure. I'm learning Volatility trading right now and withe vega charm etc it sometimes gets confusing. Would be a great help if the second and third derivatives would be visualized in the presentation. How to for example see a visual edge for stivky delta on the vol surface. I can link a video to some calculus videos that helped me a lot where the guy visualizes it. I don't want to link it on yoyr channel without your permission
@quantpie
@quantpie 3 года назад
@@ControlTheGuh thanks! got it!!
@forheuristiclifeksh7836
@forheuristiclifeksh7836 6 месяцев назад
😊 23:38
@user-es3et1ox5v
@user-es3et1ox5v Год назад
Can you give me an articles of your explanation please
@sakuranooka
@sakuranooka Год назад
That's just wizardry...
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