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Algorithmic Trading Strategies

Why the 50-Day WMA Dominates: A Quantitative Risk-Return Analysis
LockSimple

Mar 31, 2026

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9 min read

Why the 50-Day WMA Dominates: A Quantitative Risk-Return Analysis

Filtering the noise and comparing multi-window Weighted Moving Averages against simple averaging techniques.

Ayrat Murtazin
Ayrat Murtazin

Algorithmic Trading Strategies

Filtering the Chaos: A Quantitative Guide to Multi-Window SMA Strategies

Mar 30, 2026

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17 min read

Filtering the Chaos: A Quantitative Guide to Multi-Window SMA Strategies

Decoding Market Trends through Low-Pass Filtering and Backtesting

Ayrat Murtazin
Ayrat Murtazin

Market Insights

Stock Recommendation using Anthropic MCP
LockSimple

Mar 29, 2026

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13 min read

Stock Recommendation using Anthropic MCP

Introduction to building rich context AI apps with MCP

Ayrat Murtazin
Ayrat Murtazin

Algorithmic Trading Strategies

Unlocking Market Insights with Python: Analyzing Rolling Z-Scores in Stock Trading

Mar 27, 2026

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12 min read

Unlocking Market Insights with Python: Analyzing Rolling Z-Scores in Stock Trading

Z-Score Trading with Python: Detecting Overbought and Oversold Signals in ASML.AS

Ayrat Murtazin
Ayrat Murtazin

Algorithmic Trading Strategies

Visualizing Expected Stock Price Movement with Python and Volatility Multipliers
LockSimple

Mar 24, 2026

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13 min read

Visualizing Expected Stock Price Movement with Python and Volatility Multipliers

Rolling vs expanding window volatility, standard deviation multipliers, and a backtest that shows exactly how often the model is right — all in Python.

Ayrat Murtazin
Ayrat Murtazin

Algorithmic Trading Strategies

Future Stock Price Movements with Historical & Implied Volatility using Python and Monte Carlo
LockSimple

Mar 24, 2026

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11 min read

Future Stock Price Movements with Historical & Implied Volatility using Python and Monte Carlo

A complete guide to Monte Carlo stock price simulation using historical and implied volatility — with confidence cones, probability zones, and Google Colab notebook inside.

Ayrat Murtazin
Ayrat Murtazin

Algorithmic Trading Strategies

Charting Market Rhythms: The Rolling Hurst Exponent in Python

Mar 23, 2026

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17 min read

Charting Market Rhythms: The Rolling Hurst Exponent in Python

Measure market trend persistence with Python — and know when to follow the crowd

Ayrat Murtazin
Ayrat Murtazin

Algorithmic Trading Strategies

Plotting Smarter Stock Entries & Exits with K-Reversal in Python
LockSimple

Mar 20, 2026

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7 min read

Plotting Smarter Stock Entries & Exits with K-Reversal in Python

Implementation of the Simple, Yet Powerful K-Reversal Indicator

Ayrat Murtazin
Ayrat Murtazin

Algorithmic Trading Strategies

The Portfolio Math That Runs a $150B Hedge Fund

Mar 19, 2026

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20 min read

The Portfolio Math That Runs a $150B Hedge Fund

Why your diversified portfolio probably isn't diversified

Ayrat Murtazin
Ayrat Murtazin
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