Work

Fundamental Role of Standard-Deviation Normalization in a Scale-Invariant Statistical Framework

Year: 2025

Type: article

Abstract: This formalizes the principle that reality’s statistical structure is fundamentally captured by dimensionless ratios relative to intrinsic variability, with the standard deviation serving as the fundamental “ruler” for measuring fluctuations.

Source: Zenodo (CERN European Organization for Nuclear Research)

DOI: 10.5281/zenodo.17216378

Author: Quni-Gudzinas, Rowan Brad

Institution: Oldham Council

Language: English

Topic: Probability and Statistical Research

Subfield: Statistics and Probability

Field: Mathematics

Domain: Physical Sciences

Open Access status: green

OpenAlex ID: W7083593431

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