Search Results for author: Michael R Kosorok

Found 2 papers, 0 papers with code

Stochastic Step-wise Feature Selection for Exponential Random Graph Models (ERGMs)

no code implementations24 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.

feature selection Variable Selection

A Causal Inference Framework for Leveraging External Controls in Hybrid Trials

no code implementations15 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).

Causal Inference

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