Papers, ranked by score

Ordered by a blend of empirical rigor (60%) and math complexity (40%).

Rachev-Ratio Portfolio Optimization with TimeGAN Scenarios: Replacement versus Supplementation

This study evaluates the reliability and investment consequences of scenarios from a specified time-series generative adversarial network (TimeGAN) in Rachev-ratio portfolio allocation. Using 12 exchange-traded funds, we compare historical, replacement and hybrid policies across five training seeds

Holy Grail Math 6.5 Rigor 8 ·  October 17, 2026

Long-Range Dependence in Financial Markets: Empirical Evidence and Generative Modeling Challenges

This study presents a comprehensive empirical investigation of the presence of long-range dependence (LRD) in the dynamics of major U.S. stock market indexes–S&P 500, Dow Jones, and Nasdaq–at daily, weekly, and monthly frequencies. We employ three distinct methods: the classical rescaled range (R/S)

Holy Grail Math 7.5 Rigor 6 ·  September 24, 2025

Exploring Implied Certainty Equivalent Rates in Financial Markets: Empirical Analysis and Application to the Electric Vehicle Industry

In this paper, we mainly study the impact of the implied certainty equivalent rate on investment in financial markets. First, we derived the mathematical expression of the implied certainty equivalent rate by using put-call parity, and then we selected some company stocks and options; we considered

Philosophers Math 3.5 Rigor 3 ·  June 30, 2023

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