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Monte Carlo simulations using MATLAB

by Vincent Leclercq

 

11 Dec 2007 (Updated 09 Jun 2008)

Demonstrations of Monte Carlo simulations in MATLAB

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Description

This set of files show some of the principles of Monte Carlo simulations, applied in the financial industry. this is the content of the web seminar called "Simulations de Monte Carlo en MATLAB".

The slides are in French and a copy in English is also available

You will find here :

* how to code your own monte carlo simulation, for option pricing
* a comparison of some of the Variance Reduction Technics
* Benfeits of using MATLAB for MonteCarlo simulation

Required Products Financial Toolbox
Optimization Toolbox
Statistics Toolbox
MATLAB release MATLAB 7.6 (R2008a)
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Comments and Ratings (13)
11 Dec 2007 Dimitri Shvorob

It's a pity to see 87 files in 'Variance reduction' folder alone, and little explanation/comment in the presentation - or a 'readme' file. I'll be sure to take a closer look at the Sobol' sequence generator.

12 Dec 2007 Duane Hanselman

My guess is that the file Untitled1.m contains all the important information.

14 Dec 2007 vincent leclercq

There was an error in my first submisstion, please apologize for this.

This updated version just include the necessary files.

30 Apr 2008 zhong wang

very good

09 May 2008 Alex Chirokov

Enclosed slides are NOT in English (they are in French). Why would anyone use French for technical documentation, and submit these French files to the website where official language is English?

18 Jun 2008 neer nitzshe

thanks I have got lot of help for Monte carlo from this site

15 Oct 2008 Apple Zhang

Any language is good. This would is not only for Anglo.

15 Mar 2010 Brigitte

Great. @Alex Chirokov: Learn french, it's not as hard as you might think.

11 Oct 2010 gohou

Bonjour Vincent,

Je suis etudiant a Keele (UK). je prepare un PhD Economics et cherche une specialisation en Risk Management (Credit et Market Risks).
J'essaie d'apprendre comment appliquer monte carlo au risk management.
j'ai vu un webinar sur le site mais il est trop rapide et n'arrive pas
capter la strategie.j'ai aussi telecharge ton cours sur le site.
Pourrais tu m'aider a apprendre le monte carlo simulation applique au risk
management s'il te plait.
J'ai la version R2010a de matlab avec econometrics et financial tools boxes.

Pourrait tu m'envoyer un excel file et le code approprie pour apprendre ETAPE par ETAPE, LE MONTE CARLO pour market et credit risk management.

Merci infiniment vincent.

D
07855242019

12 Jan 2011 Alan Yu

I can't load Equities.mat in PortSim. The error message is " ??? Error using ==> load Unable to read MAT file Equities.mat File may be corrupt." Can anyone tell me what happened?

17 Jul 2011 MauriDb  
24 Aug 2011 Liam Mescall

Very useful.Thanks

05 Dec 2011 austianingrum  
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Updates
13 Dec 2007

there was an error in teh uploaded files. Pelsae the readme.txt file for how to use the demo.

The Recording of teh online seminar shoube be avialable soon on the mathworks website.

27 May 2008

Added English version of the slides

09 Jun 2008

Updated version, which needs now the R2008a release for sobol and halton sequences

Tag Activity for this File
Tag Applied By Date/Time
finance Vincent Leclercq 22 Oct 2008 09:38:49
modeling Vincent Leclercq 22 Oct 2008 09:38:49
analysis Vincent Leclercq 22 Oct 2008 09:38:49
monte carlo simulation Vincent Leclercq 22 Oct 2008 09:38:49
variance reduction Vincent Leclercq 22 Oct 2008 09:38:49
monte carlo simulation Francisco 27 Feb 2009 09:25:03
ornstein Rainer haidiger 14 Apr 2009 09:16:58
monte carlo simulation dai 23 Jun 2010 03:07:05
monte carlo simulation gohou 11 Oct 2010 08:12:32
modeling gohou 11 Oct 2010 08:12:36
monte carlo simulation nisha 07 Feb 2011 23:26:18
finance Khalid Nawaz 01 Apr 2011 02:05:03
monte carlo simulation Rob Graessle 21 Jun 2011 14:16:02
analysis Richard 22 Jun 2011 05:23:23
finance Niladri 17 Jul 2011 06:37:01
monte carlo simulation Arthur 16 Nov 2011 21:17:03
monte carlo simulation valar mathi.A 08 Dec 2011 00:28:35

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