High dimensional stochastic regression with latent factors, endogeneity and nonlinearity

Jinyuan Chang, Bin Guo, Qiwei Yao

We consider a multivariate time series model which represents a high dimensional vector process as a sum of three terms: a linear regression of some observed regressors, a linear c…