PhD

Wei Wang

Senior Research Investigator

Contact

wei.wang@pennmedicine.upenn.edu

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About

Wei Wang received his Ph D degree in Statistics. His research interests include causal inference, mixed effects models, observational studies, cluster randomized trials, and applications to medical and health sciences.

Current Projects

Project

Economic Modeling to Understand the Relationship Between Clinicians and Outcomes of Mechanically Ventilated Patients

Project

Implementing Nudges to Promote Utilization of Low Tidal Volume Ventilation (INPUT) Study

Project

Advancing the Design, Analysis, and Interpretation of Acute Respiratory Distress Syndrome Trials Using Modern Statistical Tools

Project

Developing Methods to Analyze Data Missing Due to Death in Cluster Randomized Trials

Project

Benefits of ICU Admission for Patients with Acute Respiratory Failure or Sepsis: A Mixed-Methods Study Across 26 Hospitals

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Related Publications

Publication

Association of ICU admission and outcomes in sepsis and acute respiratory failure

Publication

Hospital strain and variation in sepsis ICU admission practices and associated outcomes

Publication

Among-hospital variation in intensive care unit admission practices and associated outcomes for patients with acute respiratory failure

Publication

A bayesian approach for estimating the survivor average causal effect when outcomes are truncated by death in cluster-randomized trials

Publication

Prediction of in-hospital mortality among intensive care unit patients using modified daily Laboratory-based Acute Physiology Score, version 2

Publication

A mixed model approach to estimate the survivor average causal effect in cluster-randomized trials

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