10 citations · 19 across the 7 of their papers we have counts for
4 papers · 1 filter
A Surrogate Endpoint Based Provisional Approval Causal Roadmap
Peter B. Gilbert, James Peng, Larry Han +12
For many rare diseases with no approved preventive interventions, promising interventions exist, yet it has been difficult to conduct a pivotal phase 3 trial that could provide dir…
Ultra-high dimensional confounder selection algorithms comparison with application to radiomics data
Ismaïla Baldé, Debashis Ghosh
Radiomics is an emerging area of medical imaging data analysis particularly for cancer. It involves the conversion of digital medical images into mineable ultra-high dimensional da…
A Causal Roadmap for Generating High-Quality Real-World Evidence
Lauren E Dang, Susan Gruber, Hana Lee +23
Increasing emphasis on the use of real-world evidence (RWE) to support clinical policy and regulatory decision-making has led to a proliferation of guidance, advice, and frameworks…
Optimal Kernel Combination for Test of Independence against Local Alternatives
Wen-Yu Hua, Philip Reiss, Debashis Ghosh
Testing the independence between two random variables and is an important problem in statistics and machine learning, where the kernel-based tests of independence is focuse…