Posts tagged Multi-domain data
Multi-domain data
- November 8, 2026
Multi-domain data come from several environments, such as sites, batches, or the conditions of an experiment, that share one causal structure and differ in the mechanisms of some variables, where a mechanism is the distribution of a variable given its causes. With each row’s environment recorded as an environment index, a method can tell a dependence that changing mechanisms create from a causal edge, and it can orient edges that one environment leaves undirected.