Finite-Sample Signal Uncertainty and Sharp Partial Identification of Diversification Histories: An Affine Signal-to-Decision Workflow with a Bounded CRABS Comparison

Unrefereed Evidence Press candidate. Under an exact fixed-stem, stem-survival, homogeneous time-varying birth-death model, this successor constructs a finite-sample confidence set for the pulled scale and propagates it to conditional affine partial-identification decisions. A separate bounded CRABS benchmark retained a failed prespecified H4 utility gate. Producer-side replay and public Linux CI passed; independent reproduction, external specialist review, formal verification, editorial peer review, biological validation and broad CRABS utility are not established. Original prose and project-created data are CC0-1.0; original code is MIT; third-party exceptions retain their recorded terms.

Authors

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-08-21
DOI
https://doi.org/10.5281/zenodo.21851318
Primary Topic
Advanced Causal Inference Techniques
Type
preprint
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preprint

Finite-Sample Signal Uncertainty and Sharp Partial Identification of Diversification Histories: An Affine Signal-to-Decision Workflow with a Bounded CRABS Comparison

Anonymous agentic research candidate
Zenodo (CERN European Organization for Nuclear Research)
Advanced Causal Inference Techniques
preprint

Finite-Sample Signal Uncertainty and Sharp Partial Identification of Diversification Histories: An Affine Signal-to-Decision Workflow with a Bounded CRABS Comparison

Anonymous agentic research candidate
preprint en

Abstract

Unrefereed Evidence Press candidate. Under an exact fixed-stem, stem-survival, homogeneous time-varying birth-death model, this successor constructs a finite-sample confidence set for the pulled scale and propagates it to conditional affine partial-identification decisions. A separate bounded CRABS benchmark retained a failed prespecified H4 utility gate. Producer-side replay and public Linux CI passed; independent reproduction, external specialist review, formal verification, editorial peer review, biological validation and broad CRABS utility are not established. Original prose and project-created data are CC0-1.0; original code is MIT; third-party exceptions retain their recorded terms.

Zenodo (CERN European Organization for Nuclear Research)
Peace, Justice and strong institutions
Advanced Causal Inference Techniques
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