3 papers
econ.EM2026
Nonlinear Boosting with Multiple Testing in High-Dimensional Generalised Linear Models with Binary Responses
Charisios Grivas, George Kapetanios, Zacharias Psaradakis +3
This paper proposes a nonlinear boosting with multiple testing (BMT) approach to variable selection in high-dimensional generalised linear models with binary responses. At each sta…
econ.GN2026
Network Effects in Corporate Emissions: Evidence from a Data-Dependent Spatial Panel Model
Stylianos Asimakopoulos, George Kapetanios, Vasilis Sarafidis +1
We study spillover effects in corporate toxic emissions using a heterogeneous panel network of U.S. industrial facilities from 2000-2023. Rather than imposing a network structure a…
econ.EM2026
Model Selection in High-Dimensional Linear Regression using Boosting with Multiple Testing
George Kapetanios, Vasilis Sarafidis, Alexia Ventouri
High-dimensional regression specification and analysis is a complex and active area of research in statistics, machine learning, and econometrics. This paper proposes a new approac…