We would like to thank the constructive comments from the editor and an anonymous referee, which has greatly improved our original paper. We also thank the participants of the Advances in Econometrics Conference in honor of Cheng Hsiao for helpful comments. Zhang’s research is sponsored by the National Natural Foundation of China (Grant No. 71401166, 71973141).

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