EXTRACTED METHOD: mcmc_n_gram_cluster_detection — E8 Intelligence Research

rule: Run Markov chain Monte Carlo on VMS text (from Beinecke digital scan) to detect non-random n-gram clusters; compare against 10 control texts (Latin, Hebrew, Arabic, fake gibberish) and flag clusters with z-score > 3. source: rlab #202 Author: Andrew Stewart Caldin, Independent Researcher, UK. Part of the E8 Intelligence Research series. Platform: e8intelligence.com

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Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-08-28
DOI
https://doi.org/10.5281/zenodo.22138574
Primary Topic
Authorship Attribution and Profiling
Type
preprint
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preprint

EXTRACTED METHOD: mcmc_n_gram_cluster_detection — E8 Intelligence Research

Andrew Stewart Caldin
Zenodo (CERN European Organization for Nuclear Research)
Authorship Attribution and Profiling
preprint

EXTRACTED METHOD: mcmc_n_gram_cluster_detection — E8 Intelligence Research

Andrew Stewart Caldin
preprint en

Abstract

rule: Run Markov chain Monte Carlo on VMS text (from Beinecke digital scan) to detect non-random n-gram clusters; compare against 10 control texts (Latin, Hebrew, Arabic, fake gibberish) and flag clusters with z-score > 3. source: rlab #202 Author: Andrew Stewart Caldin, Independent Researcher, UK. Part of the E8 Intelligence Research series. Platform: e8intelligence.com

Zenodo (CERN European Organization for Nuclear Research)
Authorship Attribution and Profiling
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EXTRACTED METHOD: mcmc_n_gram_cluster_detection — E8 Intelligence Research — Andrew Stewart Caldin · Zenodo (CERN European Organization for Nuclear Research) (2026) | TGRS Research Map | TGRS