Effects From Observational Health Care Data Using Machine Learning Methods -- Econometrics of Networks with Machine Learning … -- Fairness in Machine Learning and Econometrics -- Graphical Models and their Interactions with Machine Learning in the Context …This book helps and promotes the use of machine learning tools and techniques in econometrics and explains how machine …

In This Paper Several Additional Gmm Specification Tests Are Studied. a First Test Is a Chow-Type Test for Structural … Second Set of Specification Tests Are Var Encompassing Tests. It Is Assumed That the Dgp Has a Finite Var Representation. the … Tests Is to Compare Parameter Estimates of the Euler Conditions and Var Representations of the Dgp Obtained Separately with …

This Paper Proposes a General Method to Build Exact Tests and Confidence Sets in Linear Regressions with First …-Order Autoregressive Gaussian Disturbances. Because of a Nuisance Parameter Problem, We Argue That Generalized Bounds Tests and … Set of Linear Restrictions on the Regression Coefficients, We Get Exeact Similar Tests. for Testing Bounds-Type Procedures …