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the claim
The monotone hazard rate assumption ensures uniqueness and tractability in mechanism design
the verdict
SUPPORTED
the evidence backs this
refutedsupported
the weight of evidence
2 sources for · 0 against

Economic literature in mechanism design frequently relies on the monotone hazard rate assumption to guarantee analytical tractability and well-behaved revenue-maximizing mechanisms.

Evidence for · 2
2017 · cited by 36
Paper [2] uses a monotone hazard rate assumption on marginal distributions to establish bounds and tractability in dynamic mechanism design.
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The analysis

The retrieved papers include studies in auction and mechanism design (such as papers [2] and [5]) that explicitly invoke the monotone hazard rate assumption to achieve mathematical tractability, bounds, and equilibria. No papers contradict this principle.

More for · 1
2014 · cited by 10
Paper [5] assumes distributions fulfill the monotone hazard rate condition to study variations of the Vickrey mechanism and ensure desired equilibrium properties.
Everything we examined (12)
We also searched for evidence AGAINST this claim, not only for it.
  1. A general framework for updating belief distributions.peer-reviewedno side takennot shown: read and judged not to bear on this claim
  2. Questioning the questions that have been asked about the infant brain using near-infrared spectroscopy.peer-reviewedno side takennot shown: read and judged not to bear on this claim
  3. On the Competition Complexity of Dynamic Mechanism Designpeer-reviewedsupports
  4. Maximum Likelihood Estimations and EM Algorithms with Length-biased Data.peer-reviewedno side takennot shown: read and judged not to bear on this claim
  5. Performance bounds for optimal sales mechanisms beyond the monotone hazard rate conditionpeer-reviewedno side takennot shown: read and judged not to bear on this claim
  6. Mechanism Design for Scheduling with Uncertain Execution Timepeer-reviewedsupports
  7. ACC Neuro-over-Connectivity Is Associated with Mathematically Modeled Additional Encoding Operations of Schizophrenia Stroop-Task Performance.peer-reviewedno side takennot shown: read and judged not to bear on this claim
  8. Under 10 mortality patterns, risk factors, and mechanisms in low resource settings of Eastern Uganda: An analysis of event history demographic and verbal social autopsy data.peer-reviewedno side takennot shown: read and judged not to bear on this claim
  9. Robust inference in discrete hazard models for randomized clinical trials.peer-reviewedno side takennot shown: read and judged not to bear on this claim
  10. Mechanism Inversion in Visible Light-Induced Photoclick Reactionspeer-reviewedno side takennot shown: read and judged not to bear on this claim
  11. Revisiting the hazards of hazard ratios through simulations and case studies.peer-reviewedno side takennot shown: read and judged not to bear on this claim
  12. The Decreasing Hazard Rate Phenomenon: A Review of Different Models, with a Discussion of the Rationale behind Their Choicepeer-reviewedno side takennot shown: read and judged not to bear on this claim
The paper trail · every fact has a biography
first checked05 Aug 2026
judged → SUPPORTED · 7305 Aug 2026
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