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Questions tagged [markov-switching]

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Which method would you use to compare if a time series of financial returns has more “clusterized volatility” than another?

It is known that the historical series of financial returns are characterized by the so-called volatility clustering. Suppose we approximate the number of two-type clusters, namely the high and low ...
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difference between Meucci fully flexible probability and markov regime swtiching models?

What is the difference between A. Meucci's Fully Flexible Probability (FFP) and Markov Regime Switching Models ? They seem very similar to me, FFP based on state variables that define regimes will ...
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1answer
75 views

Markov switching regime for stock returns

I want to see if day of the week (or month) has some effect on stock returns. I want to use Markov switching model to identify different regimes in time series. If $Y_1,Y_2,...Y_t$ are stock returns,...
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How to reduce “frequency” of statsmodels.api.tsa.MarkovRegression?

The essential problem I am facing right now is that the statsmodels.api.tsa.MarkovRegression, when used for Regime Change Detection, is reporting Bullish and Bearish Trends over a large period of ...
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0answers
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Is there a way I could find a matlab or R code to estimate a regime switching stochastic volatility model (discrete)?

Sorry to bother you with this request but, does anyone know where I could find a matlab or R code to estimate a regime switching stochastic volatility model (discrete)? Thank you very much.
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2answers
563 views

Error when trying to estimate a Markov-switching Var model in R

I'm trying to estimate a Markov-switching VAR in R using the command msvar. These are the first 10 entries of my two time series. I have 798. When I try to run this I get an Error message ...
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0answers
687 views

Markov-Switching Multifractal and FX Rates

Is there a better model than Markov-Switching Multifractal (MSM) for detecting regime shifts in FX rates across multiple time horizons? I am especially interested in the different aspects of the ...
7
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1answer
782 views

Optimal trading strategy in toy world of simple Hidden Markov model with Gaussians

I want to solve the following optimization problem: What is the optimal general trading strategy (in the sense of the highest Sharpe ratio) on a time series which is the result of a Hidden Markov ...
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2answers
639 views

Is HMM of Volatility any different from a simple filter?

I have constructed a simple HMM (Hidden Markov Model) with 2 states on the Vol (stdev) of a time series of currency returns. The state vector I produce looks reasonable, in the sense that it appears ...
6
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1answer
1k views

Markov-Switching E-GARCH with R

I am looking for a R library for modeling a Markov-Switching E-GARCH process. In other questions at StackExchange related to GARCH models, the package rugarch is often mentionned. Do you recommend it ...