JOURNAL ARTICLE

Causal Agnosticism About Race: Variable Selection Problems in Causal Inference

Alexander Williams Tolbert

Year: 2024 Journal:   Philosophy of Science Vol: 91 (5)Pages: 1098-1108   Publisher: Cambridge University Press

Abstract

Abstract This paper proposes a novel view in the the philosophy of race & causation literature known as “causal agnosticism” about race. Causal agnosticism about race implies that it is reasonable to refrain from making judgments about whether race is a cause. The paper’s thesis asserts that certain conditions must be met to infer that something is a cause, according to the fundamental assumptions of causal inference. However, in the case of race, these conditions are often violated. By advocating for causal agnosticism, the paper suggests a more modest approach to understanding the role of race in causal relationships.

Keywords:
Agnosticism Race (biology) Causal inference Selection (genetic algorithm) Inference Variable (mathematics) Computer science Epistemology Econometrics Mathematics Artificial intelligence Philosophy Sociology

Metrics

5
Cited By
7.66
FWCI (Field Weighted Citation Impact)
29
Refs
0.93
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Citation History

Topics

Advanced Causal Inference Techniques
Physical Sciences →  Mathematics →  Statistics and Probability
Philosophy and History of Science
Social Sciences →  Arts and Humanities →  History and Philosophy of Science
Race, Genetics, and Society
Life Sciences →  Biochemistry, Genetics and Molecular Biology →  Genetics

Related Documents

JOURNAL ARTICLE

Practically effective adjustment variable selection in causal inference

Atsushi NodaTakashi Isozaki

Journal:   Journal of Physics Complexity Year: 2025 Vol: 6 (1)Pages: 015001-015001
JOURNAL ARTICLE

Outcome-Adaptive Lasso: Variable Selection for Causal Inference

Susan M. ShortreedAshkan Ertefaie

Journal:   Biometrics Year: 2017 Vol: 73 (4)Pages: 1111-1122
JOURNAL ARTICLE

Variable selection for doubly robust causal inference

Eun-Ah ChoShu Yang

Journal:   Statistics and Its Interface Year: 2024 Vol: 18 (1)Pages: 93-105
© 2026 ScienceGate Book Chapters — All rights reserved.