We compare the finite sample power of short- and long-horizon tests in nonlinear predictive regression models of regime switching between bull and bear markets, allowing for time varying transition probabilities. As a point of reference, we also provide a similar comparison in a linear...

We introduce robust kurtosis, which is a new quantile-based measure for the kurtosis of stock returns. For approximately normal distributions, robust kurtosis is equivalent to the traditional moment-based kurtosis. For fat-tailed distributions, when kurtosis matters the most, robust kurtosis...