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31 lines (31 loc) · 1.25 KB
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cff-version: 1.2.0
message: "If you use this software or the XDC test, please cite it using the metadata below."
title: "XDC — Cross-Depth measurement of correlated selection bias in high-redshift galaxies"
abstract: >-
A model-independent measurement of correlated selection bias in JWST high-redshift galaxies,
using survey depth as an exclusion restriction (a Heckman-style sample-selection framing). Two-depth
SED refitting of JADES DR5 shows the bias is observable-dependent: negative for stellar mass (the
mass function is buffered), a coherent spectrum of younger/bluer/higher-sSFR biases near the
detection limit, with a sign that flips at the Balmer break. Includes the estimator, mock
validation, and the real-data runners.
type: software
authors:
- family-names: Pandev
given-names: Stilian
orcid: "https://orcid.org/0009-0005-8153-071X"
email: stilianpandev@gmail.com
license: MIT
repository-code: "https://github.com/spsingularity/XDC"
version: "2.0.0"
date-released: "2026-07-21"
keywords:
- "galaxies: high-redshift"
- "luminosity function"
- "mass function"
- "selection bias"
- "Eddington bias"
- "JWST"
identifiers:
- type: doi
value: "10.5281/zenodo.21400942"
description: "Concept DOI (all versions) on Zenodo"