Cheng, Xu; Liao, Zhipeng; Schorfheide, Frank - Federal Reserve Bank of Philadelphia - 2013
In high-dimensional factor models, both the factor loadings and the number of factors may change over time. This paper proposes a shrinkage estimator that detects and disentangles these instabilities. The new method simultaneously and consistently estimates the number of pre- and post-break...
