quadratic inference function

RenewQIF

An incremental data analytic based on quadratic inference function (QIF) to analyze streaming correlated datasets, with a screening procedure on occurrences of abnormal data batches.

Real-time Regression Analysis of Streaming Clustered Data With Possible Abnormal Data Batches (under revision)

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