Varian, Hal; Scott, Steven L. - National Bureau of Economic Research (NBER) - 2013
We consider the problem of short-term time series forecasting (nowcasting) when there are more possible predictors than observations. Our approach combines three Bayesian techniques: Kalman filtering, spike-and-slab regression, and model averaging. We illustrate this approach using search engine...