generalized estimating equation

Real-time Regression Analysis of Streaming Clustered Data With Possible Abnormal Data Batches

This paper develops an incremental learning algorithm based on quadratic inference function (QIF) to analyze streaming datasets with correlated outcomes such as longitudinal data and clustered data. We propose a renewable QIF (RenewQIF) method within …