An Exploratory Correlation Test of Luminosity and a Local-Expansion Proxy in Cosmicflows-3 Galaxy Groups

A directional radiation-matter conversion hypothesis predicts a minimal catalog-level sign: after major nuisance trends are controlled, more luminous systems may show larger redshift-distance residuals. We tested this prediction in 858 Cosmicflows-3 galaxy groups using Hₗₒc = v_CMB/D and total Kₛ-band luminosity. Hₗₒc is an observer-frame proxy derived from redshift and distance; it is not a direct covariant expansion scalar and retains peculiar-motion contamination. A multivariable model adjusted for velocity trend, selection correction, richness, distance quality, and sky direction. The residual correlation was weak (ρ = 0.0850, p = 0.0128), but the adjusted slope was positive: β = 0.0384 dex per luminosity dex (95% CI 0.0068–0.0700; p = 0.0176), equivalent to 9.2% higher Hₗₒc per luminosity decade. The strict subset remained positive, whereas the SN Ia-only subset was null. CF3 therefore provides preliminary sign-level consistency evidence that justifies continued testing; it does not establish causation, a specific response function, or a value of κ.

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Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-08-20
DOI
https://doi.org/10.5281/zenodo.22005435
Primary Topic
Gamma-ray bursts and supernovae
Type
preprint
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preprint

An Exploratory Correlation Test of Luminosity and a Local-Expansion Proxy in Cosmicflows-3 Galaxy Groups

Peter Yongtao Wang
Zenodo (CERN European Organization for Nuclear Research)
Gamma-ray bursts and supernovae
preprint

An Exploratory Correlation Test of Luminosity and a Local-Expansion Proxy in Cosmicflows-3 Galaxy Groups

Peter Yongtao Wang
preprint en

Abstract

A directional radiation-matter conversion hypothesis predicts a minimal catalog-level sign: after major nuisance trends are controlled, more luminous systems may show larger redshift-distance residuals. We tested this prediction in 858 Cosmicflows-3 galaxy groups using Hₗₒc = v_CMB/D and total Kₛ-band luminosity. Hₗₒc is an observer-frame proxy derived from redshift and distance; it is not a direct covariant expansion scalar and retains peculiar-motion contamination. A multivariable model adjusted for velocity trend, selection correction, richness, distance quality, and sky direction. The residual correlation was weak (ρ = 0.0850, p = 0.0128), but the adjusted slope was positive: β = 0.0384 dex per luminosity dex (95% CI 0.0068–0.0700; p = 0.0176), equivalent to 9.2% higher Hₗₒc per luminosity decade. The strict subset remained positive, whereas the SN Ia-only subset was null. CF3 therefore provides preliminary sign-level consistency evidence that justifies continued testing; it does not establish causation, a specific response function, or a value of κ.

Zenodo (CERN European Organization for Nuclear Research)
Intelligent Health (United Kingdom) (GB)
Gamma-ray bursts and supernovae
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