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Sponsored AI Networking Cookbook: Practical recipes for AI-assisted network automation and development AI Networking Cookbook: Practical recipes for AI-assisted network automation and development

Author

Elia Lapenta

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Open access Oct 2026

A BOOTSTRAP SPECIFICATION TEST FOR SEMIPARAMETRIC MODELS WITH GENERATED REGRESSORS

This article provides a specification test for semiparametric models with nonparametrically generated regressors. Such regressors are not observed by the researcher but are nonparametrically identified and estimable. Applications of the test include models with endogenous regressors identified by control functions, sem...

Elia Lapenta · 0 citations
Preprint Jul 2026

A Machine-Learning-Compatible Omnibus Test for Treatment Effect Heterogeneity

This study proposes a formal, computationally efficient nonparametric omnibus test for treatment-effect heterogeneity that is compatible with a broad class of estimators, including modern machine-learning methods and is illustrated using two empirical applications on retirement savings and trade liberalization.

Elia Lapenta, Anthony Strittmatter, Pedro Vergara Merino · 0 citations

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