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lombardovito
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Joined: January 7th, 2008, 12:15 pm

The Markov Regime Switching

October 5th, 2009, 3:17 pm

Hi, Can I use Markow Regime Switching in trading? there are any Paper about this? Can I use this method in any trading rule or indications? I'm new in this field.Tnx a lotStefano
 
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willsmith
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Joined: January 14th, 2008, 11:59 pm

The Markov Regime Switching

October 7th, 2009, 10:22 pm

Markov chains / regimes are often useful in volatility modelling, volatility sits happily in a quiet regime and boom, suddenly it switches to a noisy regime. Then after a while, back again. For example, electricity spot price modelling often uses this.I guess it's useful anywhere with regimes which have different parameters. But much harder to calibrate than a single regime. Instead of constant parameters, even in the case of 2 regimes, you have to calibrate (1) parameters in regime A (2) parameters in regime B (3) prob(move from regime A to regime B in a given time period) (4) prob(move from regime B to regime A in a given time period).I'd say, don't use markov chains / regimes unless you see you need them. They are not a solution looking for a problem!
 
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lombardovito
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Joined: January 7th, 2008, 12:15 pm

The Markov Regime Switching

October 8th, 2009, 7:14 am

Thanks a lot
 
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cigor
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Joined: October 10th, 2008, 3:32 pm

The Markov Regime Switching

October 8th, 2009, 4:05 pm

QuoteOriginally posted by: willsmithMarkov chains / regimes are often useful in volatility modelling, volatility sits happily in a quiet regime and boom, suddenly it switches to a noisy regime. Then after a while, back again. For example, electricity spot price modelling often uses this.I guess it's useful anywhere with regimes which have different parameters. But much harder to calibrate than a single regime. Instead of constant parameters, even in the case of 2 regimes, you have to calibrate (1) parameters in regime A (2) parameters in regime B (3) prob(move from regime A to regime B in a given time period) (4) prob(move from regime B to regime A in a given time period).I'd say, don't use markov chains / regimes unless you see you need them. They are not a solution looking for a problem!also:(5) prob of currently being in regime A( or B)
 
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momentumpartners
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Joined: March 6th, 2009, 4:18 pm

The Markov Regime Switching

November 13th, 2009, 6:26 pm

I remember reading a paper from Lionel Martellini that sums up all the hedge funds replication techniques and he was introducing a simple regime switching model. Try to google something like: Martellini passive hedge fund replication.. hope this helps.