Efficient estimation of parameters in marginals in semiparametric multivariate models

no code implementations • 29 Jan 2024 • Ivan Medovikov, Valentyn Panchenko, Artem Prokhorov

As in simulations, the use of SMLE leads to tighter parameter estimates.

Synthetic Controls with Multiple Outcomes: Estimating the Effects of Non-Pharmaceutical Interventions in the COVID-19 Pandemic

no code implementations • 5 Apr 2023 • Wei Tian, Seojeong Lee, Valentyn Panchenko

We propose a generalization of the synthetic control method to a multiple-outcome framework, which improves the reliability of treatment effect estimation.