Joint tracking of multiple quantiles through conditional quantiles
Joint tracking of multiple quantiles through conditional quantiles
The estimation of quantiles is one of the most fundamental data mining tasks. As most realtime data streams vary dynamically over time, there is a quest for adaptive quantile estimators. The most well-known type of adaptive quantile estimators is the incremental one which documents the state-of-the art performance in tracking quantiles.