Derivation of Heston Stochastic Volatility Model PDE

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  • Опубліковано 5 вер 2024

КОМЕНТАРІ • 35

  • @javierquintanilla4169
    @javierquintanilla4169 3 місяці тому +1

    I can't thank you enough for this video.

  • @staristo2355
    @staristo2355 4 роки тому +12

    Holy crap! How is this available for free? Awesome material!

    • @mohammadmunazzirhosany2854
      @mohammadmunazzirhosany2854 3 роки тому +1

      from which time to which time does the heston derivation finishes?

    • @69erthx1138
      @69erthx1138 3 роки тому

      @@mohammadmunazzirhosany2854 Not to be funny but, leap frog to log. Instantaneous jump condition for early t, smooths out log dist for long t. Or you can just use HFT until you're banned from a platform, I'd never do that🤓.

  • @sova-vlog
    @sova-vlog 4 роки тому +1

    Nice tutorial about Volatility stochastic model (model de Heston)

  • @MsBowner
    @MsBowner 4 роки тому +1

    Very nice video ! I hope to get some videos on poisson processes and superhedging !

    • @quantpie
      @quantpie  4 роки тому

      thanks!! Poisson should be up in about 2 weeks!

  • @Iamine1981
    @Iamine1981 Місяць тому

    I have one question please: before writing Ito’s formulation, why do we make the assumption that the value of the portfolio depends on t, S_t and v_t, and not on past realisations for s

  • @minhle9868
    @minhle9868 4 роки тому +1

    This is amazing!! thanks so much for explaining!!!

    • @quantpie
      @quantpie  4 роки тому

      Glad it was helpful! many thanks!!

    • @mohammadmunazzirhosany2854
      @mohammadmunazzirhosany2854 3 роки тому

      @@quantpie from which time to which time does the heston derivation finishes?

  • @69erthx1138
    @69erthx1138 3 роки тому

    @3:10 the volitility at the modern market awaits, adorned in loving quants arms, the market friction and slippage guard the gate, she rests at last in starry eyes. The search for sigma

  • @ivelinamladenova7066
    @ivelinamladenova7066 Рік тому

    Thank you so much! This is super helpful.

  • @ranieri2700
    @ranieri2700 3 роки тому +2

    Thank you!
    However, I could not fully understand how we set f(t,s,v) equal to the risk-neutral drift of dv at minute 17:52. In the framework of B&S it followed by the fact that we substituted weight*bond with its expression from the self-financing portfolio, where alpha = dV/dS. But I could not see the same meaning here.

  • @srtssj4
    @srtssj4 4 роки тому +3

    I am studying Financial Mathematics and your content has been super helpful through my time in the course, so Thanks a lot! I have two questions.
    1. Is vt following a Cox Ingersoll Ross process in your derivation as well?
    2. Can you suggest me a paper where I can find the heston model being derived the way you've done it. It's easier to follow than a few papers I've seen and I plan to use it for my dissertation.
    Thanks a tonne!

    • @quantpie
      @quantpie  4 роки тому +1

      Great to hear! Yes it is indeed a CIR process. Heston's original paper pretty much covers everything, we have just interpolated some steps, and injected a few opinions here and there! Good luck with the dissertation!

  • @user-hx1jo3pd4y
    @user-hx1jo3pd4y 4 роки тому +1

    Excellent video!!!! gj guys

  • @TheVideo727
    @TheVideo727 4 роки тому +2

    18:13 One thing that still confuses me. On the right hand side of the PDE in brackets. Why does it say "- lambda sigma sqrt(v)"? In the original Heston (1993) paper, Heston writes it as "- lambda (S, v, t)" and defines "lambda (S, v, t) = lambda v" where lambda is a constant. So why is it "- lambda sigma sqrt(v)" and not "- lambda v" like in Heston (1993)? Is it identical?

    • @quantpie
      @quantpie  4 роки тому +3

      Thanks, that’s a very crucial point! This is mentioned in the next but one video in which we derive formula for European option. With all respect!, Heston pulled a fast one to linearise the term- turn the process into affine. He justified this step by appealing to a specialised model, which is just one of the possible forms, maybe the simplest which then enables nice analytical solution. This point is rarely highlighted in the literature so goes unnoticed but is an assumption he made!

  • @mathematicssciencelearning3322
    @mathematicssciencelearning3322 2 місяці тому

    Can you suggest me a paper where I can find the heston model being derived the way you've done it. It's easier to follow than a few papers I've seen and I plan to use it for my dissertation.

  • @shinchan4090
    @shinchan4090 3 роки тому +2

    Amazing video! but in a lot of textbooks they say that the risk neureal measure is
    B_1^Q = (B_1+ [ (\mu-r)/\sqrt(v) ]t ) and
    B_2^Q=(B_2+ [ \lambda / (\sigma \sqrt(v) )] t )
    Why is your solution in minute 24:24 different?

    • @quantpie
      @quantpie  3 роки тому

      Many thanks, yes indeed it is presented differently in the textbooks - they don't even follow Heston for some reasons! Do you have a particular reference in mind?

    • @busy4749
      @busy4749 8 місяців тому

      I think the form you mentioned is how we change the measure of the original correlated Brownian Motion. But what we did in the video is for changing of the decomposed independent processes.

  • @darrinebiyad7225
    @darrinebiyad7225 2 роки тому

    Thank you for your effort. I have a question if you could reply to me. how we can derive PDE in the case of Heston model with stochastic interest rate?

  • @AliAhmed-kc6es
    @AliAhmed-kc6es 4 роки тому +1

    Hi thank you for this, is there any chance you could derive the formula for a call option using Heston's stochastic volatility model?

    • @quantpie
      @quantpie  4 роки тому +3

      Thanks Ali, yes that's now on the to-do list!

  • @armandcharlesngabirano3795
    @armandcharlesngabirano3795 3 роки тому +1

    Can the Heston model be used to price European type of options when rates are following a negative trend?

    • @quantpie
      @quantpie  3 роки тому +1

      many thanks! Could you elaborate what you mean by negative trend please? Does it mean an underlying asset whose price can take negative values?

    • @armandcharlesngabirano3795
      @armandcharlesngabirano3795 3 роки тому

      I meant when interest rates are negative

  • @mohammadmunazzirhosany2854
    @mohammadmunazzirhosany2854 3 роки тому +1

    from which time to which time does the heston derivation finishes;;

    • @quantpie
      @quantpie  3 роки тому

      Actually the whole video! But you can stop when you can justify the market price of risk - that part has been repeated. many thanks!

  • @C0NTExxCSS
    @C0NTExxCSS 2 роки тому

    From around 10 minutes you construct the replicating portfolio, which you call, V, but V is already used as a variable for the first asset. Is it ok to use the same variable name? If you for an example, use Pi, instead you won't reach the same conclusion as Heston, since you will end up with (LV)(t,S,v) - rPi = -rSdV/dS - f(t, s, v) dV/dv. So I guess the question is, can we just define a replicating portfolio with same variable name as the asset we have already included? Thanks quantpie.