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LGM Models: implementation and calibration
Posted: January 12th, 2007, 4:13 pm
by NY153
Hi All,This subject was probably already treated in previous posts but I didn't find any post.I am interested by the LGM models (1 upto 3 factors). Does anybody have some experience with these models? Apart the Hagan paper, I did'nt find any documentation about the implementation and calibration of these models. Can anybody help me with some references?Regarding the fact that this model is equivalent to the HW model in an HJM framework; is it usually used with tree/PDE (like the HW) or strictly with MC (like the HJM)?Thanks in advance for your help.NY153
LGM Models: implementation and calibration
Posted: January 12th, 2007, 5:00 pm
by Joshua2004
I implemented LGM up to 2 factors, maybe will go to 3 factor but not right now.LGM is equivalent to extended HW model, but it is much easier to calibrate. you have analytic fomular for the option instrument, and very good proximation works also.About the techniques, I used gauss convolution in 1-D as suggested by Pat. and FFT in 2-D. I am thinking research the gauss-hermit integration method (in 1-d it is not as good as convolution, but probably it has advantage in hight than 2-D case)
LGM Models: implementation and calibration
Posted: January 12th, 2007, 5:55 pm
by gjk77
Chp 17 of Hunt and Kennedy book, "Financial Derivatives: In theory and practice" describes an implementation of the HW model which is similar to the method in Hagan's LGM papers
LGM Models: implementation and calibration
Posted: January 13th, 2007, 7:48 am
by germoz
Where can I find Hagan's LGM papers ?
LGM Models: implementation and calibration
Posted: January 13th, 2007, 10:18 pm
by gjk77
There are 2 papers I am familiar with were the term LGM is used'Accrual swaps and range notes''Methodology for callable swaps and Bermudan "exercise into" swaptions'These papers are on these forumsIt also helps to look at "Markov interest rate models", Applied Math Finance, 6, 233-260 (1999) by Hagan and Woodward.
LGM Models: implementation and calibration
Posted: January 14th, 2007, 11:02 am
by NY153
Thank you for the reference of for the comments. I will give a look at the Hunt and Kennedy chapter.I would like to highligth the advantages of the LGM model wrt to the HW model. What are the advantages and the drawbacks?Secondly, I am interested by using this model (with 2 factors) to price bermudan callable swaps. What's your experience on this point?Thanks in advance
LGM Models: implementation and calibration
Posted: March 19th, 2007, 11:28 am
by westwood23
Does anyone have any information about the 2 factor version of LGM? Papers, SDEs etc would be very much appreciated.