Factor-Based Imputation of Missing Values and Covariances in Panel Data of Large Dimensions

Ercument Cahan, Jushan Bai, Serena Ng

Economists are blessed with a wealth of data for analysis, but more often than not, values in some entries of the data matrix are missing. Various methods have been proposed to han…