A further contribution of our paper is that we allow for different effects of FDI on TFP at different quantiles of the productivity distribution. While standard least squares estimates the mean of the dependent variable conditional on the covariates we use the quantile regression estimator to estimate the effect of the covariates on different quantiles of the productivity distribution. This allows us to take better account of the large and persistent heterogeneity in productivity dynamics across establishments.