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    If causation reduces to patterns of association, CDT's ap... — Carmelics
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    Challenges→Causal decision theory is justified in using causal principles despite positivist objections

    If causation reduces to patterns of association, CDT's appeal to causal structure over evidential structure collapses into a distinction without a difference.

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    1 reason for
    1 reason against

    Reasons For

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    Reason for
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    • 1.If causation just is stable correlation patterns, then causal graphs and evidential networks encode identical information about dependencies.
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    • 2.CDT's decision rule appeals to causal structure to avoid evidential reasoning that updates on agent actions. But pattern-based causation permits this update.
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    • 3.Without metaphysical causation beyond patterns, CDT loses its principled grounds for privileging one graph structure over another equivalent one.
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    Reasons Against

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    Reason against
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    • 1.Causal patterns are asymmetric (effects don't cause their causes), while statistical association is symmetric. This structural difference persists regardless of reduction.
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    • 2.Even if causation reduces to patterns, the distinction between confounding and causal pathways remains operationally meaningful and decision-relevant.
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    • 3.CDT's appeal to causal structure is justified instrumentally: it guides actions toward desired outcomes. This functional role survives reductionist metaphysics.
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    Connections

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    Truth & Knowledge1 linkedCausation1 linked

    Related

    CDT's appeal to causal structure is justified instrumentally: it guides actions ...CDT's decision rule appeals to causal structure to avoid evidential reasoning th...Causal decision theory is justified in using causal principles despite positivis...Causal patterns are asymmetric (effects don't cause their causes), while statist...
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    Even if causation reduces to patterns, the distinction between confounding and c...If causation just is stable correlation patterns, then causal graphs and evident...Without metaphysical causation beyond patterns, CDT loses its principled grounds...

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    2 (1 for, 1 against)
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