dPQL: a lossless distributed algorithm for generalized linear mixed model with application to privacy-preserving hospital profiling - Concepedia

Concepedia

Publication | Open Access

dPQL: a lossless distributed algorithm for generalized linear mixed model with application to privacy-preserving hospital profiling

DOI Full Paper Access

28

Citations

17

References

2022

Year

Chongliang Luo, Md. Nazmul Islam, Natalie E. Sheils, John Buresh, Martijn J. Schuemie, Jalpa A. Doshi, Rachel M. Werner, David A. Asch, Yong Chen

Journal of the American Medical Informatics Association

Abstract

The dPQL algorithm is lossless, privacy-preserving and fast-converging for fitting GLMM. It provides an extremely suitable and convenient distributed approach for hospital profiling.

References

	Year	Citations

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