Separating Statistical Inference from Experimental Runtime: An Architecture for Sequential Scientific Analysis

Sequential statistical procedures are increasingly embedded in scientific systems in which observations arrive incrementally from heterogeneous sources. In such systems the statistical update is only one part of the computation: observations must also be acquired, aligned across inputs, ordered, del