Inverse Moment Methods for Sufficient Forecasting using High-Dimensional Predictors

Wei Luo, Lingzhou Xue, Jiawei Yao +1

We consider forecasting a single time series using a large number of predictors in the presence of a possible nonlinear forecast function. Assuming that the predictors affect the r…