Title of article :
Cross-sectional averages versus principal components
Author/Authors :
Westerlund، نويسنده , , Joakim and Urbain، نويسنده , , Jean-Pierre، نويسنده ,
Issue Information :
دوفصلنامه با شماره پیاپی سال 2015
Abstract :
In spite of the increased use of factor-augmented regressions in recent years, little is known regarding the relative merits of the two main approaches to estimation and inference, namely, the cross-sectional average and principal component estimators. By providing a formal comparison of the approaches, the current paper fills this gap in the literature.
Keywords :
Cross-Section Dependence , Common factor models , Principal components , Cross-section averages , Factor-augmented panel regressions
Journal title :
Journal of Econometrics
Journal title :
Journal of Econometrics