Archive/The Fractal Signature of Emerging Markets: A Comparative Analysis of Multifractality, Memory, and Risk Profiles in E7 Stock Indices
The Fractal Signature of Emerging Markets: A Comparative Analysis of Multifractality, Memory, and Risk Profiles in E7 Stock Indices
Recep Ali Kucukcolak, Gozde Bozkurt, Sami Kucukoglu et al.
8. Juli 2026
en

Abstract

Each financial market carries a unique “fractal signature” with its own distinct risk and return pattern. This study comparatively deciphers these fractal signatures of the leading stock market indices of the Emerging Seven (E7) countries (Turkey, India, Brazil, Mexico, Russia, China, Indonesia), using Multifractal Detrended Fluctuation Analysis (MFDFA) with data covering the 2021–2025 period. The findings reveal that all examined markets deviate from the classical random walk model and exhibit distinct multifractal characteristics. However, significant differences were observed among these signatures: in contrast to Russia’s chaotic structure, which showed extreme fragility to geopolitical shocks, the Chinese and Mexican markets presented a more stable and homogeneous risk profile. In all indices, it was found that small-scale fluctuations carry a strong long-memory effect (stable trends), while large-scale fluctuations assume a more random character (sudden shocks). This asymmetric behavior confirms the heterogeneous nature of investor expectations. For example, the generalized Hurst exponents H(q) ranged from 0.22 (RTS, Russia) to 0.73 (BIST100, Turkey), and the spectrum width Δα varied between 0.10 (Mexico) and 0.45 (Russia), confirming significant heterogeneity in market complexity. Turkey’s BIST100 index, with its structure encompassing both predictable and sudden-shock-prone dynamics, occupies a balanced position within this spectrum. Consequently, the study confirms that understanding these unique fractal signatures of emerging markets is a fundamental prerequisite for formulating effective risk management strategies and achieving global portfolio diversification.

IPC Classification

G06

Keywords

fractalsignatureemergingmarketscomparativeanalysismultifractalitymemoryriskprofilesstockindicesfractionaleachfinancialmarketcarriesuniquedistinctreturnpatterncomparativelydeciphersthese
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