Abstract

We develop a method to impute capital stocks from investments for a sub-sample of firms in the German social security records and implement a machine-learning algorithm to predict capital stocks for the universe of firms. We make our data available for other researchers. We analyze wthether these capital stocks explain a sizeable fraction of wage inequality.