A discrimination atlas for Hawkes-versus-Cox model selection: where self-excitation and latent-regime clustering can be told apart

No published power curve exists for the Hawkes-versus-Cox discrimination problem, which is odd given how often the two are raced. This note supplies one: a known-truth atlas over sample size, branching ratio, ladder depth and design, in which every arm generates streams, every arm is refit to every stream, and a cell is called decidable only when the generating arm is recovered in at least 80 per cent of replications, with held-out conditional log-loss reported as a cross-check. The map has three practical consequences. It gives the onset sample size at which each mechanism becomes recoverable; it locates the degenerate cell where a near-critical power-law Hawkes and a multiplicative cascade mutually mimic, and identifies time-asymmetry as the discriminator that survives there; and it shows that panel designs recover a shared regime that no single stream of the same total length can. It is offered as a reusable instrument: cite your cell before your verdict. Amplitude non-comparability (dated note, 2026-08-30). The λ² amplitudes reported for the degenerate-cell atlas use a from-repository stand-in for the canonical finite-depth factor, β = k/(k+1) = 0.750 at k = 3, where the programme's canon measures β(4,2) ≈ 0.90 and has no canonical entry at k = 3 — about 0.83× the canonical factor at the nearest pinned depth. These amplitudes are therefore not comparable with any sibling record's amplitude and must not be pulled into a cross-repository amplitude table without the canonical factor at the matched depth. Comparisons internal to the record are unaffected: the same factor sits on both sides. Programme context. Fenocrisis is the crisis-entanglement repository of the Feno programme. Its discipline is stated once and applies to every record here: a verdict ships only where a decidability atlas computed on known-truth simulation says the design could have seen the effect; every number regenerates bit-for-bit from a pinned seed; the results ledger is append-only; and nothing forecasts, warns, or ranks — every figure is a retrospective model comparison on public, aggregate data. Part of the Feno program. The source repository is private; the reproduction materials for this record are contained in the record itself. Version 2 (2026-09-01): reference-list publication-status notes corrected (the program's reserved DOIs were published 2026-08-31); content otherwise unchanged. Version 3 (2026-09-15). Carries the Omori corner: Fenocrisis record v13 (10.5281/zenodo.22759715, the T1 seismicity grid at Omori α ≈ 0.1 and the κ-sign non-identifiability), consumed by the atlas after the version-2 deposit, together with the concept-DOI citations of the Feno-program records it reads and record v12's identifier. The deposited copy is rebuilt from the repository source.

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Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-09-15
DOI
https://doi.org/10.5281/zenodo.22760555
Primary Topic
Point processes and geometric inequalities
Type
preprint
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preprint

A discrimination atlas for Hawkes-versus-Cox model selection: where self-excitation and latent-regime clustering can be told apart

Evan Tabak Atlas
Zenodo (CERN European Organization for Nuclear Research)
Point processes and geometric inequalities
preprint

A discrimination atlas for Hawkes-versus-Cox model selection: where self-excitation and latent-regime clustering can be told apart

Evan Tabak Atlas
preprint en

Abstract

No published power curve exists for the Hawkes-versus-Cox discrimination problem, which is odd given how often the two are raced. This note supplies one: a known-truth atlas over sample size, branching ratio, ladder depth and design, in which every arm generates streams, every arm is refit to every stream, and a cell is called decidable only when the generating arm is recovered in at least 80 per cent of replications, with held-out conditional log-loss reported as a cross-check. The map has three practical consequences. It gives the onset sample size at which each mechanism becomes recoverable; it locates the degenerate cell where a near-critical power-law Hawkes and a multiplicative cascade mutually mimic, and identifies time-asymmetry as the discriminator that survives there; and it shows that panel designs recover a shared regime that no single stream of the same total length can. It is offered as a reusable instrument: cite your cell before your verdict. Amplitude non-comparability (dated note, 2026-08-30). The λ² amplitudes reported for the degenerate-cell atlas use a from-repository stand-in for the canonical finite-depth factor, β = k/(k+1) = 0.750 at k = 3, where the programme's canon measures β(4,2) ≈ 0.90 and has no canonical entry at k = 3 — about 0.83× the canonical factor at the nearest pinned depth. These amplitudes are therefore not comparable with any sibling record's amplitude and must not be pulled into a cross-repository amplitude table without the canonical factor at the matched depth. Comparisons internal to the record are unaffected: the same factor sits on both sides. Programme context. Fenocrisis is the crisis-entanglement repository of the Feno programme. Its discipline is stated once and applies to every record here: a verdict ships only where a decidability atlas computed on known-truth simulation says the design could have seen the effect; every number regenerates bit-for-bit from a pinned seed; the results ledger is append-only; and nothing forecasts, warns, or ranks — every figure is a retrospective model comparison on public, aggregate data. Part of the Feno program. The source repository is private; the reproduction materials for this record are contained in the record itself. Version 2 (2026-09-01): reference-list publication-status notes corrected (the program's reserved DOIs were published 2026-08-31); content otherwise unchanged. Version 3 (2026-09-15). Carries the Omori corner: Fenocrisis record v13 (10.5281/zenodo.22759715, the T1 seismicity grid at Omori α ≈ 0.1 and the κ-sign non-identifiability), consumed by the atlas after the version-2 deposit, together with the concept-DOI citations of the Feno-program records it reads and record v12's identifier. The deposited copy is rebuilt from the repository source.

Zenodo (CERN European Organization for Nuclear Research)
Reduced inequalities
Point processes and geometric inequalities
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