The market often feels random because traders study movement without studying state. One day rewards momentum. The next punishes it. A quiet range becomes a violent trend. Correlations that once protected a portfolio suddenly rise together. The strategy has not necessarily stopped working. The envir
Trading with Markov Regime Analysis in Modern Financial Markets: A Quantitative Framework for Market States, Probabilities, and Risk
Every market appears unpredictable until its behavior is classified. One day rewards momentum. The next punishes it. A quiet range becomes a violent trend. Correlations that once protected a portfolio suddenly rise together. The strategy has not necessarily stopped working. The environment may have
Trading with Hidden Markov Models in Institutional Trading: How Professionals Detect Bull, Bear, Volatility, and Transition Regimes
The market often feels random because traders study movement without studying state. One day rewards momentum. The next punishes it. A quiet range becomes a violent trend. Correlations that once protected a portfolio suddenly rise together. The strategy has not necessarily stopped working. The stati