Realized variance can be broken down into continuous volatility and jumps. We show that these two components have very … different predictive powers on future long-term excess stock market returns. While continuous volatility is a key driver of … volatility and future returns. Two by-products of our analysis are that imposing model-based constraints on long term regressions …