Questions tagged [market-regimes]
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Given historical performance of a financial index, how to categorise different historical periods depending on the market regime at the time?
We are trying to work on a Machine Learning application to attempt to predict market regime changes (bull, bear, stale?). Generally a ML algorithm needs well defined training data for establishing its ...
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1answer
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Value at Risk for normal r.v. with shock (regimes)
I am struggling to understand how was this simple Value-at-Risk calculated. It's Example 1 in Daníelsson, Jón, et al. "Fat tails, VaR and subadditivity." Journal of econometrics 172.2 (2013): 283-291 (...
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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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5answers
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What is a regime switch?
I've come across the term regime switch in volatilities when reading about the modelling of interest rates but could not find a definition for a regime switch and what a regime is.
Can somebody give ...
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1answer
625 views
Transition Between Volatility Regimes
Emanuel Derman wrote a great paper in 1999 about volatility regimes and the adjustments the market makes during these periods (sticky strike, sticky implied tree, sticky delta, etc).
Has any ...
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2answers
77 views
Regime switching model getting data
I am trying to find a dataset (oil prices, S&P index, DAX returns etc.) in order to visualize the high volatility and low volatility periods in a plot.
So far, I have not found a dataset that has ...
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0answers
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Comprehensive List of Regime Switching/ Change Point Models
I am looking for a comprehensive list of regime switching/change point models/techniques which can be used to model different regimes / change points in financial time series. What I found so far are:
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2answers
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Regime-Switching Model for detecting market shifts
I'm always wondering whether anyone has utilized regime-switching models successfully in forecasting or trading.
Academia has long discussed this topic in-depth, such as using Regime Switching ...
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4answers
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How do I adjust a correlation matrix whose elements are generated from different market regimes?
Say I want to calculate a correlation matrix for 50 stocks using 3-year historical daily data. And there are some stocks that were recently listed for one year.
This is not technically challenging ...
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3answers
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How to detect regime change when estimating asset correlation from historical time series?
Suppose I have two asset time series, $X_t$ and $Y_t$, and I'm estimating their correlation from historical data. I'd like to apply some systematic criterion to estimate what time window I should use ...
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2answers
2k views
How to build a regime-switching model which knows its own limits?
In recent months I've come to the conclusion that there are not only certain regimes in the markets (like bear or bull) but phases where all models fail because we are in uncharted territory. The ...
