Before revision:  We estimate a latent factor model by applying principal component analysis to an adjusted covariance matrix estimated from partially observed panel data.
After revision:  We propose an easy-to-use all-purpose estimator for a latent factor model by applying principal component analysis to an adjusted covariance matrix estimated from partially observed panel data.