There exists a small sample bias in predictive regressions, when a rate of return is regressed on a lagged stochastic … regressor, and the regression disturbance is correlated with the regressors' innovations. Although this bias can be a serious … level data, we document that as the number of cross sections used in the panel data increases the bias in coefficient …