MORA is a real-time regression analysis method that incorporates both dynamics and inter-data batch correlation.
A hybrid paradigm that integrates online streaming processing into each parallelized data process in a MapReduce framework.
This paper presents an incremental updating algorithm to analyze streaming datasets using generalized linear models. The proposed method is formulated within a new framework of renewable estimation and incremental inference, in which the estimates …
A new framework of real-time estimation and incremental inference in generalized linear models (GLMs) with cross-sectional data streams.