no code implementations • 24 Jul 2023 • Helal El-Zaatari, Fei Yu, Michael R Kosorok
Statistical analysis of social networks provides valuable insights into complex network interactions across various scientific disciplines.
no code implementations • 15 May 2023 • Michael Valancius, Herb Pang, Jiawen Zhu, Stephen R Cole, Michele Jonsson Funk, Michael R Kosorok
We consider the challenges associated with causal inference in settings where data from a randomized trial is augmented with control data from an external source to improve efficiency in estimating the average treatment effect (ATE).