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Triangulated Best-Judgement Assessment as Constrained Estimation: Conservation Structure, Corridor Operators, and the Statistics of Evidentiary Standing

Author

Listed:
  • Maitra, Sujoy

Abstract

This paper supplies the mathematical foundations of the two-pathway indirect audit framework of MWP-2026-02 and derives, from those foundations, the forensic properties that Commonwealth evidence law demands of a best-judgement assessment. The audited project is modelled as a control volume whose internal capital accumulation is bound by conservation to fluxes across instrumented boundaries — customs, banking, withholding, payroll and trade surfaces — so that each evidence stream is a boundary measurement inducing an upper bound on true cost. The supportable-cost determination is formalised as a corridor operator on these bounds and shown to be antitone in state-side evidence, isotone in taxpayer substantiation, idempotent, and 1-Lipschitz: an error in any single input propagates to the determination at most one-for-one. The stochastic analysis quantifies the downward (anti-taxpayer) bias of the minimum of noisy ceilings via order statistics, and converts the framework's graduated stringency into an explicit Bonferroni coverage guarantee and an asymmetric-loss quantile choice, giving the "known error rate" that Daubert-style admissibility analysis requests. Escalation is treated information-theoretically: corridor tightening is a monotone submodular set function of the evidence streams, so the platform's greedy request-next protocol is near-optimal with the classical (1 − 1/e) guarantee. Digit-distribution evidence is derived from scale invariance, and its forensic role is confined, by construction, to reliability and culpability. A final section maps each legal standard — the Trautwein rationality requirement, the civil balance of probabilities, the Makita exposure rule, the Daubert factors — onto a specific theorem, statistic or disclosed parameter of the framework, closing the distance between the mathematics and the courtroom. All numerical illustrations use the synthetic reference case; no real taxpayer data is used.

Suggested Citation

  • Maitra, Sujoy, 2026. "Triangulated Best-Judgement Assessment as Constrained Estimation: Conservation Structure, Corridor Operators, and the Statistics of Evidentiary Standing," MPRA Paper 130371, University Library of Munich, Germany.
  • Handle: RePEc:pra:mprapa:130371
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    JEL classification:

    • C13 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - Estimation: General
    • C18 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - Methodolical Issues: General
    • C44 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods: Special Topics - - - Operations Research; Statistical Decision Theory
    • C46 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods: Special Topics - - - Specific Distributions
    • H26 - Public Economics - - Taxation, Subsidies, and Revenue - - - Tax Evasion and Avoidance
    • H83 - Public Economics - - Miscellaneous Issues - - - Public Administration
    • K34 - Law and Economics - - Other Substantive Areas of Law - - - Tax Law
    • Q38 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Nonrenewable Resources and Conservation - - - Government Policy (includes OPEC Policy)

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