information aggregation. We derive the optimal degree of privacy/publicity and matching rate, then analyze how they depend on the … in the fundamental or the image-motivated component of average preferences), privacy should generally be greater than in …

In this article we overview nonparametric (spline and kernel) regression methods and illustrate how they may be used in …

We demonstrate that regression models can be estimated by working independently in a row-wise fashion. We document a … understanding the mechanics of many common regression models. These procedures can be used to speed up the computation of estimates … computed via OLS, IV, Ridge regression, LASSO, Elastic Net, and Non-linear models including probit and logit, with all common …

. -- Intergenerational income mobility ; top incomes ; earnings inequality ; income inequality ; welfare state ; non-linear regression … ; quantile regression …