This paper develops a novel Method of Moments approach for panel data models with endogenous regressors and unobserved common factors. The proposed does not require estimating explicitly large number parameters in either time-series or cross-sectional dimension, T N respectively. Hence, it is free from the incidental parameter problem. In particular, suffer “Nickell bias” order O(T?1), nor bias...