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fmfreshman
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Heston model, convergent or not?

February 6th, 2013, 7:50 pm

Hi, I am reading Andersen (2008), "Efficient Simulation of the Heston Stochastic Volatility Model". In this paper, he used QE scheme to model the square root process Vs in Heston model. My question is: is it true that when h goes into zero, the calculated asset price XT will converge to its true price? That's, is it weak convergent? Or there is some bias? Many thanks.
Last edited by fmfreshman on April 30th, 2013, 10:00 pm, edited 1 time in total.
 
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Cuchulainn
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Joined: July 16th, 2004, 7:38 am

Heston model, convergent or not?

February 7th, 2013, 6:26 am

Can't answer your question on convergence rate but the experiments by Joerg Kienitz and myself show QE outperforms all other standard FD schemes.
 
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fmfreshman
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Heston model, convergent or not?

February 7th, 2013, 8:22 am

QuoteOriginally posted by: outrunI just finished implementing Euler with full truncation (with a lot of help from the people here) described in A Comparison of Biased Simulation Schemes for Stochastic Volatility Models and that is proven to have strong convergence (see section 4.3)Well, I was reading your very nice paper SEVERAL WEEKS ago, and it is quite interesting. Wilmott forum is a small world, isn't it? haha, I finished my master in Netherlands. ^_^Many thanks.
Last edited by fmfreshman on February 8th, 2013, 11:00 pm, edited 1 time in total.
 
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Cuchulainn
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Joined: July 16th, 2004, 7:38 am

Heston model, convergent or not?

February 7th, 2013, 10:42 am

QuoteWilmott forum is a small world, isn't it? haha, I finished my master in Netherlands. ^_^Wilmott is a hotbed of Dutch posters!
 
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fmfreshman
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Joined: October 4th, 2012, 8:09 pm

Heston model, convergent or not?

February 8th, 2013, 8:22 am

QuoteOriginally posted by: CuchulainnQuoteWilmott forum is a small world, isn't it? haha, I finished my master in Netherlands. ^_^Wilmott is a hotbed of Dutch posters!Well, That is very nice. I used to presume most of them were from USA or UK. ^_^I would like to test the weak order by experiments, which critiera to use, please? I see that from the definition of week error, it is |E(f(Xnh)-Ef(XT)|, where there is a wild choice of function f satisfying a certain smooth property. I mean, which f(x) is usually used to produce best experimental result? What is the difference? Many thanks .
 
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Cuchulainn
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Joined: July 16th, 2004, 7:38 am

Heston model, convergent or not?

February 8th, 2013, 2:16 pm

QuoteOriginally posted by: fmfreshmanQuoteOriginally posted by: CuchulainnQuoteWilmott forum is a small world, isn't it? haha, I finished my master in Netherlands. ^_^Wilmott is a hotbed of Dutch posters!Well, That is very nice. I used to presume most of them were from USA or UK. ^_^I would like to test the weak order by experiments, which critiera to use, please? I see that from the definition of week error, it is |E(f(Xnh)-Ef(XT)|, where there is a wild choice of function f satisfying a certain smooth property. I mean, which f(x) is usually used to produce best experimental result? What is the difference? Many thanks .Small population, big impact.
 
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quantiquequant
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Heston model, convergent or not?

February 23rd, 2013, 11:29 am

QuoteOriginally posted by: fmfreshmanQuoteOriginally posted by: CuchulainnQuoteWilmott forum is a small world, isn't it? haha, I finished my master in Netherlands. ^_^Wilmott is a hotbed of Dutch posters!Well, That is very nice. I used to presume most of them were from USA or UK. ^_^I would like to test the weak order by experiments, which critiera to use, please? I see that from the definition of week error, it is |E(f(Xnh)-Ef(XT)|, where there is a wild choice of function f satisfying a certain smooth property. I mean, which f(x) is usually used to produce best experimental result? What is the difference? Many thanks .You can try f(x) = (5+3x^4)/(2+5*x) and comprare results with : http://cermics.enpc.fr/reports/CERMICS- ... 05-279.pdf page 26
 
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mj
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Heston model, convergent or not?

February 25th, 2013, 11:46 pm

Desmond Higham proved some convergence results for Heston.Things have moved on quite a bit since 2008 when the "biased simulations schemes" was written.See eg http://ssrn.com/abstract=1617187
 
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QuantCentral
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Joined: January 24th, 2013, 9:16 pm

Heston model, convergent or not?

April 3rd, 2013, 5:38 pm

QuoteOriginally posted by: CuchulainnCan't answer your question on convergence rate but the experiments by Joerg Kienitz and myself show QE outperforms all other standard FD schemes.Did you implement van Haastrecht and Pelsser's NCI method and Glasserman and Kim's Gamma Expansion?
 
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Cuchulainn
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Joined: July 16th, 2004, 7:38 am

Heston model, convergent or not?

April 4th, 2013, 11:53 am

QuoteOriginally posted by: QuantCentralQuoteOriginally posted by: CuchulainnCan't answer your question on convergence rate but the experiments by Joerg Kienitz and myself show QE outperforms all other standard FD schemes.Did you implement van Haastrecht and Pelsser's NCI method and Glasserman and Kim's Gamma Expansion?No. Did you have links to these?
 
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QuantCentral
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Heston model, convergent or not?

April 4th, 2013, 1:41 pm

QuoteOriginally posted by: CuchulainnQuoteOriginally posted by: QuantCentralQuoteOriginally posted by: CuchulainnCan't answer your question on convergence rate but the experiments by Joerg Kienitz and myself show QE outperforms all other standard FD schemes.Did you implement van Haastrecht and Pelsser's NCI method and Glasserman and Kim's Gamma Expansion?No. Did you have links to these?van Haastrecht and Pelsser's NCI methodGlasserman and Kim's Gamma Expansion
 
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Cuchulainn
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Joined: July 16th, 2004, 7:38 am

Heston model, convergent or not?

April 4th, 2013, 5:17 pm

Thanks!