Distributed Quasi-Poisson regression algorithm for modeling multi-site count outcomes in distributed data networks
Mackenzie Edmondson, Chongliang Luo, M. Nazmul Islam, Natalie E. Sheils, John Buresh, Zhaoyi Chen, Jiang Bian, Yong Chen
Topics & Concepts
OverdispersionCount dataPoisson regressionComputer sciencePoisson distributionQuasi-likelihoodRegression analysisRegressionRandom effects modelMultilevel modelStatisticsData miningGeneralizability theoryAlgorithmMeta-analysisMachine learningMathematicsPopulationMedicineEnvironmental healthInternal medicineCOVID-19 epidemiological studiesMeta-analysis and systematic reviewsSARS-CoV-2 detection and testing