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GuruFinance Insights

Ayrat Murtazin

Your ultimate resource for mastering trading strategies, coding techniques, and market insights.

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Issues41Founded2 years agoLast Issue5 days ago
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Latest Issues

Striking Backtesting Performance of the PLTR Elliott Wave Algo-Trading Strategy vs Buy&Hold

“The stock market is not a gamble; it is a business. And it should be conducted as such, and it must be, to be successful.” — Ralph Nelson Elliott

Image Design by the Author via Canva.

  • In this post, we’ll take a look at the high-frequ...
5 days ago

From SPY Underperformance to Macro Alpha Across Bonds, Commodities, and Crypto: A Bayesian-Optimized MAMA/FAMA Crossover Trading Strategy

This blog presents a systematic trading framework based on Ehlers’ Hilbert transform methodology using MAMA/FAMA to adaptively detect market cycles and regime shifts across equities, bonds, commodities, and crypto from 2015 to 2026, impleme...

13 days ago

Backtesting Volume Adjusted Moving Average (VAMA) Trading Strategy: Bayesian Optimization & Granger Causality

  • Blue chips are believed to be a good starting point for risk-averse investors because they can perform well in long-term strategies.

    • Let’s consider the Apple’s case example to see if blue chips are also capable of producing compellin...
17 days ago

Nonlinear Feature Extraction for Financial Time Series Prediction Using Causal Legendre Polynomials

This paper develops a causal financial forecasting and trading framework based on Legendre polynomial expansions, arguing that they provide a stable, distribution-agnostic way to extract smooth structure from noisy, nonlinear market data. I...

21 days ago
3

Markov States on the Efficient Frontier

Most “regime‑switching” portfolio models still think in terms of returns and volatility. This paper takes a different route: it models regimes directly on the efficient frontier itself.

1. From Markowitz to Markov Markowitz

Markowit...

25 days ago
2

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  • Ayrat Murtazin

    \ud83d\udd25 Quant finance & algo trading in Python \ud83d\udd25 30+ backtested strategies published \ud83d\udd25 5,000+ traders read my free weekly notebook ↓ Grab 3 free ready-to-run https://algoedgeinsights.beehiiv.com/subscribe

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