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Regarding case collection, Gary King, Robert Keohane, and Sidney Verba alert in opposition to "picking out to the dependent variable". They argue as an example that researchers can not make valid causal inferences about war outbreaks by only checking out situations in which war did take place (the researcher must also examine cases where war didn't