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Submitted

Structure-Preserving Randomization Inference

Testing placement effects while holding event structure and the exogenous path fixed.

Status
Submitted
Version
Method article
Date
2026
Authors
Aryan Patel

Abstract

A method-focused project that preserves the observed structure of a decision sequence and the exogenous path, then randomizes placement under a declared null. The design separates an attractive realized outcome from evidence that placement itself carried information.

Research question

Does observed event placement perform differently from placements generated under a structure-preserving null?

Methods

  • Structure-preserving randomization
  • Declared placement mechanism
  • Fixed exogenous path
  • Sensitivity to outcome measures
  • Reproducibility checks

Data

Public market data used by the project; exact coverage is documented in the manuscript materials.

Results

Submitted method article. An earlier submission was desk-rejected at Risks. The work is not published.

Limitations

Inference depends on the declared placement mechanism, outcome measures, and fixed path. It is not a universal test of timing skill.

Code availability
Research materials maintained with the manuscript package.
Data availability
Public market data.
AI disclosure
AI-assisted software supported literature retrieval, code generation, analysis, critique, and drafting. Deterministic systems produced and checked estimates. A human researcher retained responsibility for the question, design, interpretation, and release.
Reproduction status
Reproducibility materials prepared; release status follows the manuscript.