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• W2912587936 abstract "We review the basis for inferring causation by means of linear statistical models. Parameters should be stable under interventions, and so should error distributions. There are also statistical conditions that must be satisfied. Stability is difficult to establish a priori, and the statistical conditions are equally problematic. Therefore, causal relationships are seldom to be inferred from a data set by running regressions, unless there is substantial prior knowledge about the mechanisms that generated the data." @default.
• W2912587936 created "2019-02-21" @default.
• W2912587936 creator A5081961556 @default.
• W2912587936 date "2014-09-29" @default.
• W2912587936 modified "2023-10-16" @default.
• W2912587936 title "Linear Statistical Models for Causation: A Critical Review" @default.
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• W2912587936 doi "https://doi.org/10.1002/9781118445112.stat06415" @default.
• W2912587936 hasPublicationYear "2014" @default.
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