Cluster-Based Regularized Sliced Inverse Regression for Forecasting Macroeconomic Variables

Yue Yu, Zhihong Chen, Jie Yang

This article concerns the dimension reduction in regression for large data set. We introduce a new method based on the sliced inverse regression approach, called cluster-based regu…