Release 0.4.1 / 20 October 2026

Critical Truths About Power Laws

Methodological constraint: apparent straight lines and fitted exponents do not establish a power law or mechanism. Compare alternatives and report the fitted range. Distribution-tail inference differs from conditional regression.

Citation and scope

Michael P. H. Stumpf; Mason A. Porter (2012). Critical Truths About Power Laws. Science 335(6069), 665–666.

DOI: 10.1126/science.1216142

Methodological constraint: apparent straight lines and fitted exponents do not establish a power law or mechanism. Compare alternatives and report the fitted range. Distribution-tail inference differs from conditional regression.

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Listed for the specific context or constraint above. A citation is not an endorsement, independent reproduction or evidence for all NetPhysics proposals.

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