|Project Title||Utilizing Data from Various Data Partners in a Distributed Manner|
Tuesday, May 22, 2018
This project focused on developing a stable, feasible approach to enable secure distributed linear, logistic, and Cox regression analysis within a distributed data network while not requiring sharing of any patient-level datasets from the participating data partners. Distributed regression analysis (DRA) enables data partners to maintain control of patient-level data while generating valid regression estimates across the network.
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 Harrison D, Rubinfeld DL. Hedonic housing prices and the demand for clean air. Journal of environmental economics and management. 1978;5(1):81-102.
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Darren Toh ScD; Department of Population Medicine, Harvard Pilgrim Health Care Institute and Harvard Medical School, Boston, MA
Qoua Her PharmD; Jessica Malenfant MPH; Yury Vilk PhD; Jessica Young PhD; Zilu Zhang MSc; Sarah Malek MPPA; Department of Population Medicine, Harvard Pilgrim Health Care Institute and Harvard Medical School, Boston, MA