Structural Depth Theory: Multi-Asset Empirical Validation and Reproducible Source Code

This publication provides the complete reproducible empirical validation and source code for Structural Depth Theory (SDT v14), evaluating its predictive performance across Bitcoin (BTC-USD), Ethereum (ETH-USD), EUR/USD, and IAU Gold ETF using high-frequency market data. For live tracking, framework documentation, and related quantitative decision intelligence tools, visit marketalchemy.io. Key features of this release: - Multi-asset empirical validation across crypto, forex, and commodities. - Complete Python implementation (Master Validation Suite) ensuring full computational reproducibility. - Detailed statistical diagnostics including OLS regression, Pearson/Spearman correlations, and permutation testing.

Authors

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-07-27
DOI
https://doi.org/10.5281/zenodo.21627634
Primary Topic
Economic and Technological Innovation
Type
preprint
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preprint

Structural Depth Theory: Multi-Asset Empirical Validation and Reproducible Source Code

Halil Ibrahim Guven
Zenodo (CERN European Organization for Nuclear Research)
Economic and Technological Innovation
preprint

Structural Depth Theory: Multi-Asset Empirical Validation and Reproducible Source Code

Halil Ibrahim Guven
preprint en

Abstract

This publication provides the complete reproducible empirical validation and source code for Structural Depth Theory (SDT v14), evaluating its predictive performance across Bitcoin (BTC-USD), Ethereum (ETH-USD), EUR/USD, and IAU Gold ETF using high-frequency market data. For live tracking, framework documentation, and related quantitative decision intelligence tools, visit marketalchemy.io. Key features of this release: - Multi-asset empirical validation across crypto, forex, and commodities. - Complete Python implementation (Master Validation Suite) ensuring full computational reproducibility. - Detailed statistical diagnostics including OLS regression, Pearson/Spearman correlations, and permutation testing.

Zenodo (CERN European Organization for Nuclear Research)
Economic and Technological Innovation
DOIOpen Access PDFOpenAlex
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