Dynamic effects

Multivariate Online Regression Analysis with Heterogeneous Streaming Data

New data collection and storage technologies have given rise to a new field of streaming data analytics, including real-time statistical methodology for online data analyses. Most existing online learning methods are based on homogeneity assumption …


MORA is a real-time regression analysis method that incorporates both dynamics and inter-data batch correlation.