The Story of Systemic Collapse On March 14, 2008—six months before Lehman Brothers would collapse—our Hidden Markov Model assigned the financial sector (XLF) an 89.3% bearish confidence rating. The S&P 500 (SPY) showed only 50.4% sideways confidence at the same moment. The model had detected systemic contagion building …