(Martin's own modified causal principle is more complicated than this in allowing for indeterministic causation. We gloss over this important complication here).
However, this is necessary and appropriate, because the actual experimental task of oddity detection under causal structure uncertainty is more complicated than the simpler task of stimulus estimation by cue combination.
Compared to traditional methods, NGS is more effective in revealing possibly causal variants, but counseling patients becomes more complicated due to frequent variants of unknown significance and potentially oligogenic cases.
Mill maintains that it is nevertheless possible to develop and confirm economic theory by studying in simpler domains the laws governing the major causal factors and then deducing their consequences in more complicated circumstances.
In this paper, causal and statistical data are both used to handle more complicated modeling problems.
We will also see theorists who offer more eclectic causal stories and, because their accounts of change are more complicated, are less inclined to formalize their conclusions.
However, the monkeys' failure in the more complicated settings also suggests that they did not always appropriately use their causal knowledge for diagnostic reasoning.
Our model only uses six binary variables; more complicated models are possible, but the simplified model captures the key variables and causal relations.
We develop tests of causal direction for a pair of phenotypes that may be embedded in a more complicated but unobserved network by extending Vuong's selection tests for misspecified models.
