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Linglib.Theories.Semantics.Questions.Utility.MerinBridge

Merin–Van Rooy Bridge #

@cite{merin-1999} @cite{van-rooy-2003}

Formal connection between Merin's Decision-Theoretic Semantics (DTS) and Van Rooy's decision-theoretic question framework.

The Connection #

@cite{van-rooy-2003} (L&P 26, pp. 727–763) defines two measures of proposition utility:

At the question level, EUV(Q) = ∑ P(q)·UV(q) = EVSI(Q) ≥ 0 (p. 742).

Merin's DTS uses a dichotomic issue {H, ¬H} with Bayes factors BF(E) = P(E|H)/P(E|¬H). In §5.4, @cite{van-rooy-2003} connects UV to Merin's argumentative value: when preferences beyond truth-resolution are at stake, UV(C) captures the directional relevance of a proposition.

The bridge: Merin's dichotomic issue is a special case of Van Rooy's decision problem (truthDP) where:

Under this encoding:

Note: UV(E) for a single cell E can be negative even when BF > 1 (@cite{van-rooy-2003}, p. 736). The non-negativity result holds for expected UV across the full partition, not for individual cells.

Results #

Encoding Merin's Issue as a Decision Problem #

A dichotomic issue {H, ¬H} with prior π corresponds to a decision problem:

Encode a DTS context (dichotomic issue + prior) as a decision problem.

The agent must choose between accepting H (true) or rejecting H (false). Utility = 1 for correct choice, 0 for incorrect.

Equations
  • One or more equations did not get rendered due to their size.
Instances For

    Bridge Theorems #

    Positive relevance shifts the conditional EU of "accept H" upward.

    When BF > 1, learning E raises P(H|E) above P(H), which means EU(accept H | E) > EU(accept H). This is the core Merin–Van Rooy bridge: Merin's relevance sign determines the direction of the posterior shift for the truth decision problem.

    Note: this does NOT imply UV(E) ≥ 0 for the single cell E. UV of a single cell can be negative (@cite{van-rooy-2003}, p. 736). The non-negativity result (EVSI ≥ 0) holds for the expected UV across the full partition {E, ¬E}, not for individual cells (p. 742).

    Merin's irrelevance corresponds to zero utility value.

    If E is irrelevant to H (BF = 1) and the conditioning is non-degenerate (E non-empty, both H and ¬H have witnesses), then learning E doesn't change any conditional EU, so UV(E) = 0.

    The key step: BF = 1 under uniform prior means P(E|H) = P(E|¬H), which gives |E∩H|/|H| = |E∩¬H|/|¬H|, hence |E∩H|/|E| = |H|/4. So conditionalEU(a|E) = expectedUtility(a) for each action a, making valueAfterLearning = dpValue.

    Structural Properties #

    Properties that hold by construction, connecting the two frameworks without requiring full numerical computation.

    In the truth DP, the two actions partition the utility: for any world, exactly one action has utility 1 and the other has utility 0.

    The truth DP's expected utility of "accept H" equals P(H).

    The truth DP's expected utility of "reject H" equals P(¬H).