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:
- VSI(C) = max_a EU(a,C) − EU(a⁰,C), "can obviously never be negative" (p. 735)
- UV(C) = max_a EU(a,C) − max_a EU(a), "can be negative" (p. 736)
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:
- Actions = {accept H, reject H}
- Utility depends only on truth: U(w, accept) = 1 iff H(w), else 0
Under this encoding:
- BF > 1 → learning E increases EU(accept H), i.e., shifts the posterior
toward H (
posRelevant_shifts_accept_eu) - BF = 1 → learning E leaves all conditional EUs unchanged, so UV = 0
(
irrelevant_implies_zero_uv)
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 #
truthDP: Encoding of a dichotomic issue as a DecisionProblemposRelevant_shifts_accept_eu: BF > 1 → EU(accept|E) > EU(accept)irrelevant_implies_zero_uv: BF = 1 → UV(E) = 0 (non-degenerate)
Encoding Merin's Issue as a Decision Problem #
A dichotomic issue {H, ¬H} with prior π corresponds to a decision problem:
- World type W (shared)
- Actions = Bool (accept H = true, reject H = false)
- U(w, accept) = 1 iff H(w); U(w, reject) = 1 iff ¬H(w)
- Prior = π
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.
The truth DP has exactly two actions.
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).